• Tidak ada hasil yang ditemukan

Hasil Perbandingan dengan Penelitian Lainnya

BAB IV HASIL DAN PEMBAHASAN

4.4. Hasil Perbandingan dengan Penelitian Lainnya

Tabel 4.7. menunjukkan perbandingan penelitian sebelumnya dengan penelitian yang dilakukan penulis.

Tabel 4.7. Hasil Perbandingan Penelitian

Penelitian Saat ini Penelitian Sebelumnya [2] Penelitian Sebelumnya [3]

10 buah rambu 3 buah rambu 3 buah rambu

Rambu peringatan Rambu peringatan Rambu peringatan, rambu larangan, rambu perintah

Di lapangan Di ruangan Di lapangan

Variasi jarak dan translasi Variasi jarak, desimasi, dan sudut miring

Variasi threshold

Menggunakan k-NN - Menggunakan k-NN

Tingkat keberhasilan : k1=82%, k3=69%,

k5=68%, k7=64%

Tingkat keberhasilan : Mayoritas 100%

Tingkat keberhasilan : k3=100%, k5=86,6%,

k7=86,6%

Momen spasial dan momen pusat

Wavelet Haar Momen spasial dan momen pusat

Jarak kosinus Jarak chi square Jarak euclidian

Tabel 4.7 menunjukkan perbedaan antara penelitian ini dengan penelitian sebelumnya.

Penelitian ini memiliki hasil kinerja lebih rendah dibandingkan dengan penelitian sebelumnya. Perbedaan yang paling signifikan terdapat pada pengambilan data, pengambilan data dalam penelitian ini dilakukan di luar ruangan dengan jumlah 10 rambu.

Penelitian sebelumnya [2] pengambilan data dilakukan di dalam ruangan dengan jumlah 3

rambu, sedangkan untuk penelitian sebelumnya [3] pengambilan data dilakukan di luar ruangan dengan jumlah 3 rambu.

58

BAB V

KESIMPULAN DAN SARAN

5.1. Kesimpulan

Berdasarkan hasil penelitian mengenai pengenalan rambu lalu lintas peringatan, dapat disimpulkan bahwa :

1. Pengujian dilakukan menggunakan 2 variasi yang digabungkan menjadi satu, yaitu variasi penyekalaan dan variasi translasi.

2. Rata-rata hasil pengujian berdasarkan nilai k secara input video dan input gambar memilik hasil sama, yaitu 82% untuk k=1, 69% untuk k=3, 68% untuck=5, dan 64% untuk k=7.

3. Rata-rata hasil pengujian jarak dan translasi secara input video dan input gambar memilik hasil sama, yaitu 77% untuk jarak 1 meter, 71% untuk jarak 2 meter, dan 64% untuk jarak 3 meter.

4. Hasil persentase pengenalan penelitian ini lebih rendah dibandingkan dengan hasil penelitian sebelumnya[2][3].

5.2. Saran

Saran yang dapat diberikan untuk pengembangan sistem pengenalan rambu lalu lintas peringatan adalah :

1. Pengenalan rambu lalu lintas tidak hanya terbatas pada rambu lalu lintas peringatan tetapi bisa menggunakan semua jenis rambu.

2. Hasil pengenalan dapat berupa gambar dan suara.

3. Pemrosesan pengenalan dapat menggunakan raspberry.

4. Pengujian dilakukan dengan cara berjalan.

59

DAFTAR PUSTAKA

[1] Prasojo, Prapto, 2015, Computer Vision,

https://praptoprasojo.wordpress.com/2015/11/13/computer-vision/, diakses 18 Februari 2021

[2] Nugroho, I.A., 2015, Pengenalan Secara Real Time Rambu Lalu Lintas Peringatan Menggunakan Ekstraksi Ciri Wavelet Haar dan Fungsi Jarak Chi Square, Tugas Akhir, Program Studi Teknik Elektro, FST, Universitas Sanata Dharma, Yogyakarta [3] Rizarta, R.E.F., 2019, Pengenalan Citra Rambu Lalu Lintas Menggunakan Ekstraksi

Fitur Momen Warna dan K-Nearest Neighbour, Jurnal, Program Studi Informatika, Fakultas Teknologi Informasi dan Elektro, Universitas Teknologi Yogyakarta, Yogyakarta

[4] Peraturan Menteri Perhubungan Republik Indonesia Nomor PM 13 Tahun 2014 Tentang Rambu Lalu Lintas

[5] Pamungkas, Adi, 2017, Pengolahan Citra Digital, https://pemrogramanmatlab.com/2017/07/26/pengolahan-citra-digital/, diakses 14 November 2020

[6] Swedia, E.R., Cahyanti, M., 2010, Algoritma Transformasi Ruang Warna, http://margi.staff.gunadarma.ac.id/Publications/files/2617/Pengolahan Citra - Algoritma Ruang Warna.pdf, diakses 14 November 2020

[7] ---, ---, What Is Image, https://www.suntos.com.np/computer-vision-for-robotics/what-is-image.html, diakses 5 Desember 2020

[8] Makmur, Farida, 2017, Pengolahan Citra Berwarna, https://docplayer.info/47312942-Pengolahan-citra-berwarna.html, diakses 14 November 2020

[9] Noel, Sebastien, 2020, Understanding Hue, Saturation, & Lightness (HSL) for Photo Retouching, https://purple11.com/basics/hue-saturation-lightness/, diakses 14 November 2020

[10] Pranoto, Johan, 2017, Citra Biner, https://docplayer.info/32915819-Citra-biner-bab-pendahuluan.html, diakses 19 November 2020

[11] Kadir, A., Susanto, A., Teori dan Aplikasi Pengolahan Citra, Andi Offset, Yogyakarta [12] Hidayatullah, P., Pengolahan Citra Digital Teori dan Aplikasinya, Informatika,

Bandung

[13] Nomerovska, Inna, 2020, Images Processing Technique: What are Bounding Box?, https://keymakr.com/blog/what-are-bounding-boxes/, diakses 2 Februari 2021

[14] Mallick, S., Bapat, K., 2018, Shape Matching using Hu Moments (C++/Python), https://learnopencv.com/shape-matching-using-hu-moments-c-python/, diakses 2 Februari 2021

[15] Kurniawan, Bayu, dkk, 2016, Aplikasi Pengenalan Citra Nomor Kendaraan Bermotor Menggunakan Metode Template Machine, Jurnal, Teknik Informatika, Univeritas Sam Ratulangi, Manado

[16] Pamungkas Adi, 2016, k-Nearest Neighbour (k-NN),

https://pemrogramanmatlab.com/data-mining-menggunakan-matlab/k-nearest-neighbor-knn-menggunakan-matlab/, diakses 20 November 2020

LAMPIRANL

LAMPIRAN 1

A. Data Pengujian Input Video

Nama rambu berdasarkan urutan pengujian : Rambu 1 (R1) : Peringatan (hati-hati)

Rambu 2 (R2) : Banyak lalu lintas pejalan kaki anak-anak

Rambu 3 (R3) : Persimpangan tiga sisi kanan (ditempatkan pada lengan mayor) Rambu 4 (R4) : Jembatan

Rambu 5 (R5) : Pintu perlintasan sebidang kereta api Rambu 6 (R6) : Turunan curam

Rambu 7 (R7) : Permukaan jalan yang cekung atau berlubang

Rambu 8 (R8) : Simpang empat prioritas (ditempatkan pada lengan mayor) Rambu 9 (R9) : Tikungan kanan

Rambu 10 (R10) : Persimpangan tiga tipe T (ditempatkan pada lengan minor) Tabel L-1. Confusion Matrix Jarak 1 m nilai k=1 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 15 14 1 0 0 0 0 0 0 0 0

118

R2 14 0 12 0 0 0 1 1 0 0 0

R3 14 0 0 13 0 0 1 0 0 0 0

R4 14 0 0 0 12 0 0 0 0 2 0

R5 15 0 0 0 1 14 0 0 0 0 0

R6 13 0 0 3 0 0 7 0 3 0 0

R7 14 0 2 0 0 2 0 10 0 0 0

R8 15 0 0 0 0 0 1 1 13 0 0

R9 13 0 0 0 1 0 0 0 0 12 0

R10 14 2 0 1 0 0 0 0 0 0 11 141

Tabel L-2. Confusion Matrix Jarak 1 m nilai k=3 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 15 13 1 0 0 0 0 0 1 0 0

111

R2 14 0 13 0 0 0 0 0 1 0 0

R3 14 0 0 11 0 0 3 0 0 0 0

R4 14 0 0 0 14 0 0 0 0 0 0

R5 15 0 0 0 2 11 0 0 0 2 0

R6 13 0 0 4 0 0 7 0 2 0 0

R7 14 0 2 0 0 3 0 7 1 1 0

R8 15 0 0 0 0 0 0 0 15 0 0

R9 13 0 0 0 1 1 0 0 0 11 0

R10 14 4 0 1 0 0 0 0 0 0 9

141

Tabel L-3. Confusion Matrix Jarak 1 m nilai k=5 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 15 13 1 0 0 0 0 0 1 0 0

105

R2 14 0 13 0 0 0 0 0 1 0 0

R3 14 0 0 10 0 0 4 0 0 0 0

R4 14 0 1 0 12 1 0 0 0 0 0

R5 15 0 0 0 2 13 0 0 0 0 0

R6 13 0 0 4 0 0 7 0 2 0 0

R7 14 0 5 0 0 4 0 3 1 1 0

R8 15 0 0 0 0 0 0 0 15 0 0

R9 13 0 0 0 1 2 0 1 0 9 0

R10 14 4 0 0 0 0 0 0 0 0 10 141

Tabel L-4. Confusion Matrix Jarak 1 m nilai k=7 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 15 12 0 0 0 0 0 0 3 0 0

102

R2 14 0 12 0 0 0 0 1 1 0 0

R3 14 0 0 11 0 0 3 0 0 0 0

R4 14 0 2 0 12 0 0 0 0 0 0

R5 15 0 0 0 4 11 0 0 0 0 0

R6 13 0 0 5 0 0 6 0 2 0 0

R7 14 0 3 0 0 3 0 6 1 1 0

R8 15 0 0 0 0 0 0 0 15 0 0

R9 13 0 1 0 0 3 0 1 0 8 0

R10 14 5 0 0 0 0 0 0 0 0 9

141

Tabel L-5. Confusion Matrix Jarak 2 m nilai k=1 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 12 9 0 0 0 0 0 0 0 0 3

108

R2 12 0 10 0 1 0 0 1 0 0 0

R3 14 0 0 14 0 0 0 0 0 0 0

R4 13 0 0 0 13 0 0 0 0 0 0

R5 12 0 0 0 2 10 0 0 0 0 0

R6 13 0 0 1 0 0 12 0 0 0 0

R7 14 0 2 0 0 0 0 10 0 0 2

R8 15 0 0 0 0 0 2 0 13 0 0

R9 12 0 0 0 1 2 0 0 0 9 0

R10 13 3 0 0 0 0 0 2 0 0 8

130

Tabel L-6. Confusion Matrix Jarak 2 m nilai k=3 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 12 8 0 0 0 0 0 0 0 0 4

89

R2 12 0 8 0 1 0 0 2 1 0 0

R3 14 0 0 9 0 0 0 1 0 0 4

R4 13 0 0 0 11 1 0 0 0 1 0

R5 12 0 1 0 2 8 0 0 0 1 0

R6 13 0 0 3 0 0 9 0 1 0 0

R7 14 0 3 1 0 0 0 7 0 0 3

R8 15 1 0 0 0 0 1 0 13 0 0

R9 12 0 0 0 0 1 0 0 0 11 0

R10 13 5 0 0 0 0 0 3 0 0 5

130

Tabel L-7. Confusion Matrix Jarak 2 m nilai k=5 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 12 8 0 0 0 0 0 0 1 0 3

86

R2 12 0 7 0 1 1 0 1 2 0 0

R3 14 0 0 8 0 0 0 1 1 0 4

R4 13 0 0 0 12 0 0 0 0 1 0

R5 12 0 1 2 2 7 0 0 0 0 0

R6 13 1 0 4 0 0 5 0 3 0 0

R7 14 0 3 1 0 0 0 8 0 0 2

R8 15 0 0 0 0 0 1 0 14 0 0

R9 12 0 0 0 0 0 0 0 0 12 0

R10 13 4 0 0 0 0 0 3 1 0 5

130

Tabel L-8. Confusion Matrix Jarak 2 m nilai k=7 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 12 9 0 0 0 0 1 0 1 0 1

85

R2 12 0 6 0 3 0 0 0 2 1 0

R3 14 0 0 10 0 0 0 1 1 0 2

R4 13 0 0 0 12 1 0 0 0 0 0

R5 12 0 2 2 2 6 0 0 0 0 0

R6 13 0 0 4 0 0 7 0 2 0 0

R7 14 0 2 1 0 0 0 6 0 0 5

R8 15 0 0 0 0 0 1 0 14 0 0

R9 12 0 0 0 0 1 0 0 0 11 0

R10 13 6 0 0 0 0 0 2 1 0 4

130

Tabel L-9. Confusion Matrix Jarak 3 m nilai k=1 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 13 12 0 0 0 0 0 0 0 0 1

99

R2 12 0 10 2 0 0 0 0 0 0 0

R3 14 0 1 10 0 0 1 1 0 0 1

R4 12 0 1 0 10 0 0 0 0 1 0

R5 12 1 0 0 0 9 0 0 2 0 0

R6 12 0 0 1 0 0 8 0 3 0 0

R7 13 2 0 0 0 0 0 9 0 0 2

R8 14 0 0 1 0 0 1 0 12 0 0

R9 12 0 0 0 0 1 0 0 0 11 0

R10 13 0 0 2 0 0 0 3 0 0 8

127

Tabel L-10. Confusion Matrix Jarak 3 m nilai k=3 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 13 8 0 0 0 0 0 2 0 0 3

77

R2 12 0 6 2 4 0 0 0 0 0 0

R3 14 0 0 10 0 0 1 2 0 0 1

R4 12 0 1 0 9 0 0 0 0 2 0

R5 12 1 0 0 0 7 0 0 2 2 0

R6 12 1 0 3 0 0 2 0 6 0 0

R7 13 2 0 0 0 0 0 7 0 0 4

R8 14 0 0 1 0 0 1 0 12 0 0

R9 12 0 0 0 0 2 0 0 0 10 0

R10 13 1 0 3 0 0 0 3 0 0 6

127

Tabel L-11. Confusion Matrix Jarak 3 m nilai k=5 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 13 9 0 0 0 0 0 1 0 0 3

81

R2 12 0 5 2 5 0 0 0 0 0 0

R3 14 0 0 9 0 0 1 4 0 0 0

R4 12 0 1 0 9 0 0 0 0 2 0

R5 12 1 0 0 0 8 0 0 2 1 0

R6 12 1 1 2 0 0 2 0 6 0 0

R7 13 2 0 0 0 0 0 9 0 0 2

R8 14 0 1 1 0 0 0 0 12 0 0

R9 12 0 0 0 0 0 0 0 0 12 0

R10 13 1 0 3 0 0 0 3 0 0 6

127

Tabel L-12. Confusion Matrix Jarak 3 m nilai k=7 (input video) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 13 8 0 0 0 0 0 1 0 0 4

68

R2 12 0 3 2 5 0 0 2 0 0 0

R3 14 0 0 9 0 0 0 4 1 0 0

R4 12 0 0 0 10 1 0 0 0 1 0

R5 12 1 1 0 0 4 0 0 2 4 0

R6 12 2 0 3 0 0 1 0 6 0 0

R7 13 4 0 0 0 0 0 7 0 0 2

R8 14 0 0 5 0 0 1 0 8 0 0

R9 12 0 0 0 0 0 0 0 0 12 0

R10 13 1 0 4 0 0 0 2 0 0 6

127

Keterangan : Warna biru (dikenali), warna merah (mengenali rambu lain)

B. Data Pengujian Input Gambar

Nama rambu berdasarkan urutan pengujian : Rambu 1 (R1) : Peringatan (hati-hati)

Rambu 2 (R2) : Banyak lalu lintas pejalan kaki anak-anak

Rambu 3 (R3) : Persimpangan tiga sisi kanan (ditempatkan pada lengan mayor) Rambu 4 (R4) : Jembatan

Rambu 5 (R5) : Pintu perlintasan sebidang kereta api Rambu 6 (R6) : Turunan curam

Rambu 7 (R7) : Permukaan jalan yang cekung atau berlubang

Rambu 8 (R8) : Simpang empat prioritas (ditempatkan pada lengan mayor) Rambu 9 (R9) : Tikungan kanan

Rambu 10 (R10) : Persimpangan tiga tipe T (ditempatkan pada lengan minor)

Tabel L-13. Confusion Matrix Jarak 1 m nilai k=1 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 15 14 1 0 0 0 0 0 0 0 0

118

R2 14 0 12 0 0 0 1 1 0 0 0

R3 14 0 0 13 0 0 1 0 0 0 0

R4 14 0 0 0 12 0 0 0 0 2 0

R5 15 0 0 0 1 14 0 0 0 0 0

R6 13 0 0 3 0 0 7 0 3 0 0

R7 14 0 2 0 0 2 0 10 0 0 0

R8 15 0 0 0 0 0 1 1 13 0 0

R9 13 0 0 0 1 0 0 0 0 12 0

R10 14 2 0 1 0 0 0 0 0 0 11 141

Tabel L-14. Confusion Matrix Jarak 1 m nilai k=3 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 15 13 1 0 0 0 0 0 1 0 0

111

R2 14 0 13 0 0 0 0 0 1 0 0

R3 14 0 0 11 0 0 3 0 0 0 0

R4 14 0 0 0 14 0 0 0 0 0 0

R5 15 0 0 0 2 11 0 0 0 2 0

R6 13 0 0 4 0 0 7 0 2 0 0

R7 14 0 2 0 0 3 0 7 1 1 0

R8 15 0 0 0 0 0 0 0 15 0 0

R9 13 0 0 0 1 1 0 0 0 11 0

R10 14 4 0 1 0 0 0 0 0 0 9

141

Tabel L-15. Confusion Matrix Jarak 1 m nilai k=5 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 15 13 1 0 0 0 0 0 1 0 0

105

R2 14 0 13 0 0 0 0 0 1 0 0

R3 14 0 0 10 0 0 4 0 0 0 0

R4 14 0 1 0 12 1 0 0 0 0 0

R5 15 0 0 0 2 13 0 0 0 0 0

R6 13 0 0 4 0 0 7 0 2 0 0

R7 14 0 5 0 0 4 0 3 1 1 0

R8 15 0 0 0 0 0 0 0 15 0 0

R9 13 0 0 0 1 2 0 1 0 9 0

R10 14 4 0 0 0 0 0 0 0 0 10 141

Tabel L-16. Confusion Matrix Jarak 1 m nilai k=7 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 15 12 0 0 0 0 0 0 3 0 0

102

R2 14 0 12 0 0 0 0 1 1 0 0

R3 14 0 0 11 0 0 3 0 0 0 0

R4 14 0 2 0 12 0 0 0 0 0 0

R5 15 0 0 0 4 11 0 0 0 0 0

R6 13 0 0 5 0 0 6 0 2 0 0

R7 14 0 3 0 0 3 0 6 1 1 0

R8 15 0 0 0 0 0 0 0 15 0 0

R9 13 0 1 0 0 3 0 1 0 8 0

R10 14 5 0 0 0 0 0 0 0 0 9

141

Tabel L-17. Confusion Matrix Jarak 2 m nilai k=1 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 12 9 0 0 0 0 0 0 0 0 3

108

R2 12 0 10 0 1 0 0 1 0 0 0

R3 14 0 0 14 0 0 0 0 0 0 0

R4 13 0 0 0 13 0 0 0 0 0 0

R5 12 0 0 0 2 10 0 0 0 0 0

R6 13 0 0 1 0 0 12 0 0 0 0

R7 14 0 2 0 0 0 0 10 0 0 2

R8 15 0 0 0 0 0 2 0 13 0 0

R9 12 0 0 0 1 2 0 0 0 9 0

R10 13 3 0 0 0 0 0 2 0 0 8

130

Tabel L-18. Confusion Matrix Jarak 2 m nilai k=3 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 12 8 0 0 0 0 0 0 0 0 4

89

R2 12 0 8 0 1 0 0 2 1 0 0

R3 14 0 0 9 0 0 0 1 0 0 4

R4 13 0 0 0 11 1 0 0 0 1 0

R5 12 0 1 0 2 8 0 0 0 1 0

R6 13 0 0 3 0 0 9 0 1 0 0

R7 14 0 3 1 0 0 0 7 0 0 3

R8 15 1 0 0 0 0 1 0 13 0 0

R9 12 0 0 0 0 1 0 0 0 11 0

R10 13 5 0 0 0 0 0 3 0 0 5

130

Tabel L-19. Confusion Matrix Jarak 2 m nilai k=5 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 12 8 0 0 0 0 0 0 1 0 3

86

R2 12 0 7 0 1 1 0 1 2 0 0

R3 14 0 0 8 0 0 0 1 1 0 4

R4 13 0 0 0 12 0 0 0 0 1 0

R5 12 0 1 2 2 7 0 0 0 0 0

R6 13 1 0 4 0 0 5 0 3 0 0

R7 14 0 3 1 0 0 0 8 0 0 2

R8 15 0 0 0 0 0 1 0 14 0 0

R9 12 0 0 0 0 0 0 0 0 12 0

R10 13 4 0 0 0 0 0 3 1 0 5

130

Tabel L-20. Confusion Matrix Jarak 2 m nilai k=7 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 12 9 0 0 0 0 1 0 1 0 1

85

R2 12 0 6 0 3 0 0 0 2 1 0

R3 14 0 0 10 0 0 0 1 1 0 2

R4 13 0 0 0 12 1 0 0 0 0 0

R5 12 0 2 2 2 6 0 0 0 0 0

R6 13 0 0 4 0 0 7 0 2 0 0

R7 14 0 2 1 0 0 0 6 0 0 5

R8 15 0 0 0 0 0 1 0 14 0 0

R9 12 0 0 0 0 1 0 0 0 11 0

R10 13 6 0 0 0 0 0 2 1 0 4

130

Tabel L-21. Confusion Matrix Jarak 3 m nilai k=1 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 13 12 0 0 0 0 0 0 0 0 1

99

R2 12 0 10 2 0 0 0 0 0 0 0

R3 14 0 1 10 0 0 1 1 0 0 1

R4 12 0 1 0 10 0 0 0 0 1 0

R5 12 1 0 0 0 9 0 0 2 0 0

R6 12 0 0 1 0 0 8 0 3 0 0

R7 13 2 0 0 0 0 0 9 0 0 2

R8 14 0 0 1 0 0 1 0 12 0 0

R9 12 0 0 0 0 1 0 0 0 11 0

R10 13 0 0 2 0 0 0 3 0 0 8

127

Tabel L-22. Confusion Matrix Jarak 3 m nilai k=3 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 13 8 0 0 0 0 0 2 0 0 3

77

R2 12 0 6 2 4 0 0 0 0 0 0

R3 14 0 0 10 0 0 1 2 0 0 1

R4 12 0 1 0 9 0 0 0 0 2 0

R5 12 1 0 0 0 7 0 0 2 2 0

R6 12 1 0 3 0 0 2 0 6 0 0

R7 13 2 0 0 0 0 0 7 0 0 4

R8 14 0 0 1 0 0 1 0 12 0 0

R9 12 0 0 0 0 2 0 0 0 10 0

R10 13 1 0 3 0 0 0 3 0 0 6

127

Tabel L-23. Confusion Matrix Jarak 3 m nilai k=5 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 13 9 0 0 0 0 0 1 0 0 3

81

R2 12 0 5 2 5 0 0 0 0 0 0

R3 14 0 0 9 0 0 1 4 0 0 0

R4 12 0 1 0 9 0 0 0 0 2 0

R5 12 1 0 0 0 8 0 0 2 1 0

R6 12 1 1 2 0 0 2 0 6 0 0

R7 13 2 0 0 0 0 0 9 0 0 2

R8 14 0 1 1 0 0 0 0 12 0 0

R9 12 0 0 0 0 0 0 0 0 12 0

R10 13 1 0 3 0 0 0 3 0 0 6

127

Tabel L-24. Confusion Matrix Jarak 3 m nilai k=7 (input gambar) Masukan Jumlah

Frame

Keluaran

Dikenali R1 R2 R3 R4 R5 R6 R7 R8 R9 R10

R1 13 8 0 0 0 0 0 1 0 0 4

68

R2 12 0 3 2 5 0 0 2 0 0 0

R3 14 0 0 9 0 0 0 4 1 0 0

R4 12 0 0 0 10 1 0 0 0 1 0

R5 12 1 1 0 0 4 0 0 2 4 0

R6 12 2 0 3 0 0 1 0 6 0 0

R7 13 4 0 0 0 0 0 7 0 0 2

R8 14 0 0 5 0 0 1 0 8 0 0

R9 12 0 0 0 0 0 0 0 0 12 0

R10 13 1 0 4 0 0 0 2 0 0 6

127

Keterangan : Warna biru (dikenali), warna merah (mengenali rambu lain)

LAMPIRAN 2

DATA PERUBAHAN RAMBU LALU LINTAS PERINGATAN

Tabel L-25. Data Perubahan Rambu Lalu Lintas Peringatan No. Gambar

Sebelum

Tingkat Persentase Pengenalan Keseluruhan

Sebelum Perubahan

Gambar Sesudah Perubahan

Tingkat Persentase Pengenalan Keseluruhan Sesudah Perubahan

1 50% 65%

2 60% 72%

3 56,6% 74%

4 63,3% 78%

5 60% 83%

LAMPIRAN 3

NILAI EKSTRAKSI CIRI DATABASE

Urutan rambu berdasarkan database : 1 – 47 : Peringatan (hati – hati)

48 – 94 : Banyak lalu lintas pejalan kaki anak-anak

95 – 136 : Persimpangan tiga sisi kanan (ditempatkan pada lengan mayor) 137 – 186 : Jembatan

187 – 240 : Pintu perlintasan sebidang kereta api 241 – 291 : Turunan curam

292 – 334 : Permukaan jalan yang cekung atau berlubang

335 – 384 : Simpang empat prioritas (ditempatkan pada lengan mayor) 385 – 430 : Tikungan kanan

431 – 480 : Persimpangan tiga tipe T (ditempatkan pada lengan minor) No Hasil Ekstraksi Ciri

1 4.561063130994355, 3.576022232933834, 5.5461040290548755, 4.706183110571574, 5.691224008632095, 6.676264906692616, 3.7211422125110536

2 4.559558158316582, 3.5741014222205645, 5.545014894412599, 4.703268384749399, 5.688725120845416, 6.674181856941434, 3.717811648653382

3 4.570138752470319, 3.5676855290916025, 5.572591975849035, 4.7118789831652235, 5.714332206543939, 6.7167854299226555, 3.709425759786507

4 4.713696942014598, 3.567647267338483, 5.859746616690715, 4.85530520876158, 6.001354883437696, 7.147404558113812, 3.7092555340854645

5 4.568053719634865, 3.5695073373646817, 5.566600101905049, 4.71002873381332, 5.708575116083503, 6.707121498353687, 3.711482351543136

6 4.580767138504965, 3.572767168121661, 5.588767108888269, 4.722133416884536, 5.73013338726784, 6.738133357651145, 3.714133446501232

7 4.7344482397060865, 3.5624692885471942, 5.906427190864978, 4.871334753684556, 6.043313704843448, 7.215292656002339, 3.6993558025256634

8 4.7617601706721455, 3.5690859864128974, 5.954434354931394, 4.900618738652803, 6.093292922912051, 7.285967107171299, 3.707944554393555

9 4.760085984592304, 3.567811037812357, 5.95236093137225, 4.898862868801223, 6.0911378155811695, 7.283412762361116, 3.7065879220212765

10 4.989663497647899, 3.5623673702765632, 6.416959625019234, 5.126052706514883, 6.553348833886218, 7.980644961257553, 3.698756579143547

11 4.746871037629625, 3.5687381894721706, 5.9250038857870795, 4.8873392674005975, 6.065472115558052, 7.243604963715506, 3.709206419243143

12 4.562979268717423, 3.569132770665836, 5.55682576676901, 4.704879540228398, 5.698726038279985, 6.692572536331572, 3.7110330421768114

13 4.564551082875272, 3.571245392235966, 5.557856773514577, 4.707958412070995, 5.701264102710301, 6.694569793349606, 3.7146527214316896

14 4.585944150022934, 3.6057998819053836, 5.566088418140485, 4.745055186436273, 5.725199454553824, 6.705343722671374, 3.764910918318723

15 4.586504653560306, 3.6017458727853984, 5.571263434335213, 4.743029459657877, 5.727788240432784, 6.712547021207692, 3.75827067888297

16 4.599341438292982, 3.5955439412302965, 5.603138935355669, 4.754672551580405, 5.75847004864309, 6.762267545705777, 3.750875054517718

17 4.607390511166894, 3.6137067437332266, 5.601074278600562, 4.768115847355269, 5.761799614788937, 6.755483382222605, 3.7744320799216022

18 4.596380670856547, 3.605926306177414, 5.586835035535681, 4.754995693650127, 5.7454500583292605, 6.735904423008394, 3.764541328970993

19 4.6267965383545695, 3.6133361513450275, 5.6402569253641115, 4.784803256924432, 5.798263643933974, 6.811724030943516, 3.7713428699148897

20 4.604677534594833, 3.5983654345584526, 5.610989634631214, 4.758620345208723, 5.764932445245104, 6.771244545281484, 3.752308245172342

21 4.774723890073872, 3.6064655978370705, 5.942982182310675, 4.930833830923349, 6.099092123160151, 7.267350415396953, 3.762575538686547

22 4.787943249997159, 3.6222304814433732, 5.953656018550945, 4.9486520936597875, 6.114364862213574, 7.28007763076736, 3.782939325106001

23 4.781295734977066, 3.613072765148267, 5.9495187048058655, 4.939499522420434, 6.107722492249233, 7.275945462078032, 3.7712765525916345

24 4.624936829492151, 3.617518997106931, 5.632354661877373, 4.786022753878808, 5.793440586264029, 6.80085841864925, 3.7786049214935873

25 4.59361901149935, 3.608036455103007, 5.579201567895693, 4.751841826221853, 5.7374243826181965, 6.72300693901454, 3.76625926982551

26 4.598087853995173, 3.608830185284882, 5.587345522705463, 4.757485640956355, 5.746743309666645, 6.736000978376936, 3.7682279722460637

27 4.594496053411289, 3.5730649018642517, 5.615927204958327, 4.734789707509523, 5.75622085905656, 6.777652010603598, 3.7133585559624858

28 4.591870329175795, 3.574918755861509, 5.608821902490082, 4.733201671428312, 5.750153244742598, 6.767104818056884, 3.7162500981140263

29 4.584243965558942, 3.5672106262601617, 5.601277304857722, 4.72406037414967, 5.74109371344845, 6.758127052747231, 3.70702703485089

30 4.7321203437069785, 3.604724268493913, 5.859516418920043, 4.888354442275697, 6.015750517488762, 7.143146592701827, 3.7609583670626314

31 4.637045831586485, 3.598297054937399, 5.675794608235571, 4.7905099338293935, 5.829258710478479, 6.868007487127565, 3.751761157180307

32 4.463692307241542, 3.6683098279307447, 5.259074786552341, 4.643245131371711, 5.438627610682509, 6.234010089993307, 3.8478626520609134

33 4.44765794850374, 3.665515406242337, 5.229800490765143, 4.625707038735839, 5.407849580997241, 6.189992123258644, 3.8435644964744355

34 4.464279494943685, 3.67958894834479, 5.248970041542578, 4.64798529089619, 5.4326758374950845, 6.217366384093978, 3.863294744297296

35 4.4735712279884305, 3.665434570931537, 5.281707885045325, 4.650835698766128, 5.458972355823023, 6.267109012879916, 3.842699041709235

36 4.428759921924552, 3.6620198612915438, 5.1954999825575605, 4.606021833613718, 5.372761894246726, 6.139501954879734, 3.8392817729807094

37 4.457499125937654, 3.679068145756634, 5.235930106118675, 4.638838323279374, 5.417269303460395, 6.195700283641416, 3.860407343098353

38 4.441148905372617, 3.671356460523545, 5.21094135022169, 4.618632260097792, 5.388424704946864, 6.158217149795937, 3.8488398152487195

39 4.440012145560068, 3.6655022939901016, 5.214521997130035, 4.618161202719915, 5.392671054289882, 6.167180905859849, 3.8436513511499486

40 4.559627483871496, 3.668496878626888, 5.4507580891161025, 4.735785873738213, 5.62691647898282, 6.518047084227428, 3.8446552684936055

41 4.583907826709832, 3.6828144728538974, 5.485001180565767, 4.765241920081254, 5.666335273937189, 6.567428627793124, 3.864148566225319

42 4.624963487998739, 3.666711806949354, 5.583215169048125, 4.802019171842787, 5.760270852892172, 6.718522533941557, 3.843767490793401

43 4.562927833532717, 3.672029635130281, 5.453826031935153, 4.741482623101647, 5.632380821504084, 6.52327901990652, 3.8505844246992114

44 4.473950866115667, 3.6538335532207182, 5.2940681790106145, 4.648730117487461, 5.46884743038241, 6.288964743277358, 3.828612804592513

45 4.5231160030410935, 3.654769284672942, 5.391462721409244, 4.6985787579332365, 5.566925476301388, 6.4352721946695395, 3.8302320395650855

46 4.531266199191101, 3.671813711539446, 5.390718686842757, 4.709923440974248, 5.569375928625903, 6.428828416277558, 3.850470953322593

47 4.489720720145462, 3.6591525215314875, 5.320288918759435, 4.665014774130586, 5.495582972744559, 6.326151171358533, 3.834446575516612

48 4.598837263247136, 3.4068444110514413, 5.79083011544283, 4.693385932141459, 5.885378784337154, 7.077371636532848, 3.501393079945765

49 4.582566506393438, 3.4150711946940246, 5.750061818092852, 4.679264605205066, 5.84675991690448, 7.0142552286038935, 3.511769293505653

50 4.595109461978729, 3.4225963445385825, 5.767622579418876, 4.695179465908397, 5.867692583348544, 7.0402057007886905, 3.5226663484682503

51 4.868755464774667, 3.4144522854858437, 6.32305864406349, 4.966713854909325, 6.421017034198148, 7.8753202134869715, 3.512410675620502

52 4.615033474540777, 3.4209786768482826, 5.8090882722332715, 4.714555013050916, 5.90860981074341, 7.102664608435905, 3.5205002153584215

53 4.835563647311018, 3.416697223578873, 6.254430071043162, 4.934382092876023, 6.353248516608168, 7.7721149403403125, 3.5155156691438783

54 4.873355433811363, 3.4249756466891155, 6.32173522093361, 4.972285715861358, 6.4206655029836055, 7.869045290105853, 3.5239059287391106

55 5.645578993765526, 3.4101842884912212, 7.880973699039831, 5.73892316752994, 7.974317872804245, 10.20971257807855, 3.5035284622556344

56 5.415449694711011, 3.4219044193628165, 7.408994970059204, 5.5120734253379515, 7.505618700686146, 9.499163976034339, 3.518528149989757

57 5.337460225426926, 3.4161555438544013, 7.258764906999452, 5.433142019107787, 7.354446700680311, 9.275751382252837, 3.5118373375352614

58 5.411270895711561, 3.415094553438076, 7.407447237985046, 5.506034315710864, 7.5022106579843495, 9.498387000257834, 3.509857973437379

59 4.860920990363911, 3.427469324336678, 6.294372656391144, 4.959814731373412, 6.3932663974006445, 7.826718063427878, 3.526363065346179

60 4.595069449065267, 3.4221382644654015, 5.7680006336651335, 4.69400157415084, 5.866932758750706, 7.039863943350572, 3.521070389550973

61 4.9125396815844224, 3.447843200815569, 6.3772361623532765, 5.023161329388528, 6.487857810157382, 7.952554290926236, 3.5584648486196744

62 4.932550727935278, 3.443175518899602, 6.421925936970954, 5.040452266240261, 6.529827475275937, 8.019202684311614, 3.5510770572045853

63 4.8524163880876765, 3.4525300345941408, 6.252302741581212, 4.963329248578463, 6.363215602071998, 7.763101955565533, 3.563442895084927

64 4.922823132889373, 3.440739014713396, 6.4049072510653495, 5.030279644515124, 6.5123637626911, 7.994447880867077, 3.5481955263391476

65 4.888469572814157, 3.45850535870237, 6.318433786925942, 5.0024977914762045, 6.432462005587991, 7.862426219699777, 3.5725335773644185

66 6.08426444199104, 3.4469119239500476, 8.721616960032033, 6.194162862671502, 8.831515380712496, 11.468867898753489, 3.556810344630509

67 5.623539120241768, 3.4488417575711052, 7.798236482912429, 5.733503296029976, 7.908200658700638, 10.082898021371301, 3.558805933359314

68 5.739367094962649, 3.4533295752851996, 8.025404614640099, 5.8506797257989644, 8.136717245476415, 10.422754765153865, 3.5646422061215146

69 4.977912326530498, 3.4545009824978514, 6.501323670563145, -5.088918884602931, 6.612330228635577, -8.135741572668223, 3.5655075405702843

70 5.714337639475549, 3.458737699453443, 7.969937579497657, 5.827462556025778, 8.083062496047885, 10.338662436069992, 3.571862616003671

71 5.015068502521256, 3.43943170807812, 6.5907052969643924, -5.121355571415955, 6.69699236585909, -8.272629160302227, 3.5457187769728185

72 5.510178336020543, 3.445624970822685, 7.574731701218401, 5.617894131997362, 7.682447497195221, 9.747000862393078, 3.5533407667995043

73 4.883882675471809, 3.446457693480467, 6.3213076574631515, 4.992398598251695, 6.429823580243037, 7.867248562234379, 3.5549736162603525

74 4.897514676531729, 3.4452224151492383, 6.349806937914218, 5.007342027386612, 6.459634288769102, 7.911926550151592, 3.5550497660041223

75 6.188732612164645, 3.4446090720323457, 8.932856152296944, 6.297737195577139, 9.041860735709438, 11.785984275841738, 3.5536136554448396

76 4.950147957189833, 3.446022417985684, 6.454273496393981, 5.058062476748152, 6.5621880159523, 8.066313555156448, 3.553936937544003

77 5.0185809542283355, 3.435418499761837, 6.601743408694833, 5.124153196962125, 6.7073156514286225, 8.29047810589512, 3.540990742495627

78 4.368910801752397, 3.49412349863103, 5.243698104873765, 4.497955977509094, 5.372743280630462, 6.24753058375183, 3.6231686743877267

79 4.907400606572722, 3.4543843576106203, 6.360416855534824, 5.019623942424065, 6.472640191386167, 7.925656440348269, 3.5666076934619633

80 4.645907050983321, 3.459176675191009, 5.832637426775633, 4.760398699144302, 5.947129074936614, 7.1338594507289255, 3.5736683233519906

81 4.331885953486246, 3.562340472681244, 5.101431434291249, 4.483139840295127, 5.252685321100129, 6.022230801905131, 3.713594359490125

82 4.332228259559344, 3.565168254521487, 5.099288264597202, 4.484896037288346, 5.251956042326204, 6.019016047364062, 3.7178360322504886

83 4.7471729363514905, 3.5466251975316183, 5.947720675171363, -4.892849282565646, 6.0933970213855195, -7.293944760205392, 3.6923015437457742

84 4.3476503990535535, 3.5697595667485755, 5.125541231358532, 4.501186010276993, 5.279076842581971, 6.056967674886949, 3.723295177972015

85 4.350092095412907, 3.56296221997021, 5.137221970855603, 4.501537511405474, 5.2886673868481715, 6.075797262290868, 3.714407635962777

86 4.344370207762541, 3.5584427266089893, 5.130297688916093, 4.4940336489745025, 5.279961130128054, 6.065888611281605, 3.7081061678209504

87 4.42856520359514, 3.5476946530009155, 5.309435754189365, 4.574053657106854, 5.454924207701079, 6.335794758295304, 3.6931831065126297

88 4.437327540098517, 3.556629146991308, 5.3180259332057265, 4.587403510473333, 5.468101903580542, 6.3488002966877515, 3.7067051173661234

89 4.393002201918169, 3.5043014685483307, 5.281702935288008, -4.526255439555373, 5.414956172925212, -6.303656906295051, 3.637554706185535

90 4.428857136866036, 3.5325984164180557, 5.325115857314016, 4.572030188925403, 5.468288909373383, 6.364547629821363, 3.6757714684774228

91 4.448911857361455, 3.545579864863865, 5.352243849859045, 4.592143867700854, 5.495475860198444, 6.398807852696034, 3.688811875203264

92 4.306359505558786, 3.5475894296590966, 5.065129581458477, 4.454822260656713, 5.213592336556403, 5.972362412456094, 3.696052184757023

93 4.359184591260246, 3.563054492311185, 5.155314690209307, 4.510795487884097, 5.306925586833158, 6.10305568578222, 3.7146653889350354

94 4.337508252997473, 3.543407298621941, 5.131609207373005, 4.483758052458016, 5.277859006833547, 6.071959961209079, 3.689657098082484

95 4.307976034090738, 3.4862634875252208, 5.129688580656257, 4.433596198105738, 5.255308744671256, 6.077021291236774, 3.6118836515402193

96 4.295772804530832, 3.4751440498914166, 5.116401559170248, 4.41773750549524, 5.238366260134655, 6.05899501477407, 3.5971087508558246

97 4.254799026848642, 3.473279233008895, 5.036318820688387, 4.37930163620596, 5.160821430045706, 5.942341223885452, 3.597781842366214

98 4.26395202469698, 3.461186245324607, 5.066717804069354, 4.383056922412589, 5.185822701784962, 5.988588481157335, 3.580291143040215

99 4.316779524254013, 3.4835974571575288, 5.149961591350497, 4.4429709288514765, 5.27615299594796, 6.109335063044444, 3.6097888617549927

100 4.421502508234991, 3.4852511699360846, 5.357753846533897, 4.545230596566072, 5.481481934864978, 6.4177332731638845, 3.6089792582671656

101 4.423520121898394, 3.482622121462896, 5.364418122333893, 4.544806296573518, 5.4857042970090175, 6.426602297444516, 3.6039082961380196

102 4.3271692913077295, 3.503681678434076, 5.150656904181383, 4.460867491800753, 5.284355104674407, 6.107842717548061, 3.6373798789270997

103 4.434357303307341, 3.497837233187365, 5.370877373427318, 4.561137359500102, 5.497657429620078, 6.434177499740055, 3.6246172893801263

104 4.5341921612065335, 3.476229669674002, 5.592154652739066, 4.6531584621058375, 5.711120953638369, 6.769083445170902, 3.595195970573306

105 4.4076961903519605, 3.4780783923368506, 5.33731398836707, 4.529856705037631, 5.45947450305274, 6.38909230106785, 3.6002389070225203

106 4.424964674980873, 3.474096565138578, 5.375832784823168, 4.546788496861025, 5.49765660670332, 6.448524716545615, 3.59592038701873

107 4.3142577853766, 3.5239691135035462, 5.104546457249652, 4.459363660645617, 5.249652332518671, 6.039941004391724, 3.669074988772564

108 4.323436875528573, 3.519750359766014, 5.127123391291133, 4.4679598986052955, 5.271646414367855, 6.075332930130415, 3.6642733828427363

109 4.237045584214218, 3.5152966953632854, 4.95879447306515, 4.380493752544358, 5.10224264139529, 5.8239915302462215, 3.6587448636934257

110 4.22952081513174, 3.533788423688174, 4.925253206575305, 4.379409618182237, 5.075142009625802, 5.770874401069368, 3.6836772267386713

111 4.312688744173731, 3.5310205012733773, 5.094356987074086, 4.460813847229962, 5.242482090130316, 6.024150333030671, 3.6791456043296074

112 4.31920454540674, 3.533996320658569, 5.104412770154911, 4.467430836664588, 5.252639061412759, 6.037847286160929, 3.6822226119164165

113 4.38281326157119, 3.512500327869331, 5.253126195273049, 4.522946664948488, 5.3932595986503475, 6.263572532352207, 3.6526337312466293

114 4.31532492020663, 3.5336171906904323, 5.097032649722828, 4.4624837759884, 5.244191505504598, 6.025899235020796, 3.6807760464722024

115 4.309475857771713, 3.514842676133445, 5.104109039409982, 4.449638554082092, 5.244271735720361, 6.0389049173586296, 3.6550053724438243

116 4.325270749420638, 3.519186752676395, 5.131354746164882, 4.466847552200018, 5.272931548944261, 6.079015545688505, 3.6607635554557745

117 4.3293053635938845, 3.5165662815747973, 5.142044445612972, 4.4709634996107335, 5.283702581629821, 6.096441663648908, 3.658224417591646

118 4.333800913615077, 3.5152011741323994, 5.1524006530977555, 4.474522819198522, 5.2931225586812, 6.111722298163878, 3.6559230797158437

119 4.326265251554023, 3.516952297446254, 5.135578205661792, 4.467989520106583, 5.277302474214352, 6.086615428322121, 3.658676565998814

120 4.402468279513193, 3.488613875621757, 5.316322683404628, 4.528506586579724, 5.442360990471159, 6.356215394362596, 3.614652182688288

121 4.3942603012335075, 3.476233177386968, 5.312287425080048, 4.514612666473218, 5.432639790319757, 6.350666914166297, 3.596585542626677

122 4.455802483445203, 3.491058831896273, 5.420546134994133, 4.580683205838343, 5.545426857387273, 6.510170508936202, 3.615939554289413

123 4.413749305632392, 3.4867653192441037, 5.340733292020682, 4.5369821742530885, 5.463966160641378, 6.390950147029666, 3.6099981878647993

124 4.453909295458435, 3.528363136614365, 5.379455454302505, 4.600705716185159, 5.526251875029229, 6.451798033873299, 3.6751595573410887

125 4.471178926758317, 3.5215859985178573, 5.420771854998778, 4.614081490853466, 5.5636744190939265, 6.513267347334387, 3.6644885626130055

126 4.360327845061063, 3.5356912023430067, 5.184964487779118, 4.5081485601762425, 5.332785202894298, 6.157421845612354, 3.6835119174581865

127 4.450658915702806, 3.520265180146951, 5.381052651258661, 4.592774932217464, 5.5231686677733185, 6.453562403329173, 3.662381196661608

128 4.440719201457716, 3.517639599108114, 5.363798803807317, 4.581774777557999, 5.5048543799075995, 6.4279339822572, 3.658695175208397

129 4.461438123225298, 3.5311723441742875, 5.3917039022763085, 4.605877842820976, 5.536143621871987, 6.4664094009229975, 3.6756120637699654

130 4.457136646763449, 3.530393674700859, 5.3838796188260405, 4.599824048745003, 5.526567020807593, 6.453309992870184, 3.673081076682412

131 4.45655409834687, 3.5347971214437277, 5.3783110752500125, 4.601072981085096, 5.522829957988238, 6.4445869348913805, 3.679316004181953

132 4.5803262873476855, 3.526445199912988, 5.634207374782382, 4.721410326903258, 5.775291414337955, 6.829172501772652, 3.667529239468561

133 4.600142479963309, 3.5344804648746773, 5.665804495051941, 4.744749792671917, 5.810411807760549, 6.876073822849182, 3.6790877775832858

134 4.472260213600438, 3.5333059020837254, 5.411214525117151, 4.617270091600578, 5.55622440311729, 6.495178714634003, 3.678315780083865

135 4.428182311492587, 3.51907940503899, 5.337285217946184, 4.57021043426447, 5.479313340718067, 6.388416247171664, 3.6611075278108736

136 4.441343006769786, 3.519416166547047, 5.363269846992526, 4.5839190278539155, 5.505845868076655, 6.427772708299394, 3.6619921876311756

137 5.188436059252901, 3.482945250775848, 6.893926867729954, -5.297381790388818, 7.002872598865871, -8.708363407342924, 3.5918909819117646

138 5.121735125673607, 3.4832105668256523, 6.760259684521561, -5.230695596156018, 6.869220155003972, -8.507744713851926, 3.5921710373080638

139 5.131803621258531, 3.480241797060334, 6.783365445456728, -5.240698974923483, 6.892260799121681, -8.543822623319878, 3.589137150725286

140 5.2345257510653855, 3.475563896690721, 6.993487605440051, -5.341795282414548, 7.100757136789213, -8.859718991163877, 3.5828334280398826

141 5.083946718893363, 3.4810272375471345, 6.686866200239591, -5.192642303372876, 6.795561784719104, -8.398481266065334, 3.5897228220266473

142 5.045950635626116, 3.4863130745745425, 6.605588196677688, -5.155286681740429, 6.714924242792002, -8.274561803843575, 3.595649120688856

143 5.068535661200488, 3.4901343175382, 6.646937004862776, -5.178496392521467, 6.756897736183754, -8.335299079846044, 3.6000950488591785

144 5.107922040660305, 3.490776549971357, 6.725067531349252, -5.218437129080599, 6.835582619769547, -8.452728110458494, 3.601291638391652

145 4.765971168919065, 3.491326081367536, 6.040616256470593, -4.876994514716884, 6.151639602268412, -7.4262846898199415, 3.6023494271653553

146 4.750161408768899, 3.4838231622244478, 6.01649965531335, -4.858135280221674, 6.124473526766125, -7.390811773310576, 3.591797033677223

147 4.757720783268418, 3.4894024321906, 6.026039134346235, -4.868133013422296, 6.136451364500114, -7.404769715577932, 3.5998146623444787

148 5.116798332534504, 3.4782378704246213, 6.755358794644388, -5.224810415008607, 6.86337087711849, -8.501931339228372, 3.5862499528987235

149 5.851863632748275, 3.4786249163317216, 8.225102349164828, 5.959713356248219, 8.332952072664773, 10.706190789081326, 3.5864746398316663

150 5.765368634007098, 3.5202075955153247, 8.01052967249887, 5.89001661205952, 8.135177650551293, 10.380338689043066, 3.644855573567747

151 5.533918973773274, 3.519434335132083, 7.548403612414466, 5.658296723266963, 7.672781361908155, 9.687266000549347, 3.643812084625771

152 6.260543018621435, 3.5145578924125096, 9.006528144830362, 6.383650007852158, 9.129635134061084, 11.87562026027001, 3.6376648816432318

153 6.8871221745032365, 3.532963917476195, 10.241280431530278, -7.015603138260309, 10.36976139528735, -13.723919652314391, 3.6614448812332676

154 5.061634172786308, 3.505259092430652, 6.618009253141963, -5.181854807496865, 6.738229887852521, -8.294604968208176, 3.6254797271412103

155 4.999485356918836, 3.5178662686645223, 6.481104445173149, -5.122265569050054, 6.603884657304367, -8.08550374555868, 3.640646480795741

156 5.018712745681298, 3.5086697852016817, 6.528755706160913, -5.1389927733778995, 6.649035733857515, -8.159078694337131, 3.6289498128982833

157 5.025620480111052, 3.511280606971215, 6.53996035325089, -5.146037829587678, 6.660377702727516, -8.174717575867353, 3.6316979564478413

158 5.061415707048004, 3.510427433445734, 6.612403980650274, -5.18163958544821, 6.73262785905048, -8.28361613265275, 3.630651311845939

159 5.010355170395942, 3.5036534040542606, 6.517056936737624, -5.129183687175533, 6.635885453517214, -8.142587219858896, 3.6224819208338515

160 6.270336085362562, 3.507075328097328, 9.033596842627796, 6.391464837906458, 9.15472559517169, 11.917986352436925, 3.6282040806412237

161 5.582411215307105, 3.5066398366348146, 7.6581825939793955, 5.702850675265707, 7.7786220539379975, 9.854393432610289, 3.6270792965934167

162 5.109510166674147, 3.4828957700178327, 6.736124563330461, -5.218077593324257, 6.844691989980571, -8.471306386636886, 3.591463196667944

163 5.108932207643066, 3.4808189730027865, 6.737045442283344, -5.217168940619413, 6.845282175259691, -8.47339540989997, 3.589055705979134

164 5.037225628722587, 3.4906218357515115, 6.583829421693663, -5.147197128525989, 6.693800921497065, -8.240404714468141, 3.600593335554914

165 5.16009495993597, 3.4840911425052967, 6.836098777366644, -5.269142345941079, 6.945146163371752, -8.621149980802425, 3.5931385285104054

166 5.7692492690937485, 3.489283494819592, 8.049215043367907, 5.880775168158598, 8.160740942432755, 10.440706716706913, 3.600809393884441

167 5.783833208023691, 3.4817117059375615, 8.08595471010982, 5.893226326326555, 8.195347828412686, 10.497469330498815, 3.591104824240426

168 5.880401652272507, 3.517999456945713, 8.242803847599301, 6.00406196267301, 8.366464157999804, 10.728866353326598, 3.641659767346216

169 6.397782879568227, 3.5110680509053234, 9.28449770823113, 6.519731040819382, 9.406445869482285, 12.29316069814519, 3.633016212156478

170 5.0498480690781875, 3.5140989372588347, 6.58559720089754, -5.1710928870181885, 6.706842018837541, -8.242591150656894, 3.635343755198836

171 5.847316255665345, 3.501487211486637, 8.193145299844053, -5.966478628927556, 8.312307673106263, -10.658136717284972, 3.6206495847488473

172 6.436707030020925, 3.5051091487232475, 9.368304911318601, -6.558511217783408, 9.490109099081085, -12.421706980378762, 3.6269133364857313

173 6.22068623783846, 3.516691128794749, 8.92468134688217, 6.347332136568833, 9.051327245612544, 11.755322354656256, 3.643337027525122

174 6.7608095445646885, 3.5224755823375977, 9.999143506791778, 6.88928466812395, 10.12761863035104, 13.365952592578132, 3.6509507058968595

175 6.293569875842204, 3.5261568242380776, 9.06098292744633, -6.422945078584791, 9.190358130188917, -11.957771181793042, 3.6555320269806644

176 4.980188305339181, 3.5234363184127706, 6.43694029226559, 5.109615599926527, 6.5663675868529365, 8.023119573779345, 3.6528636130001173

177 6.771648640904885, 3.5219982446131524, 10.021299037196616, 6.900356898592422, 10.150007294884155, 13.399657691175888, 3.65070650230069

178 5.029215399778533, 3.5152174068441533, 6.543213392712912, -5.156073716601469, 6.670071709535848, -8.184069702470227, 3.64207572366709

179 5.547772480445861, 3.5226508771853893, 7.572894083706332, -5.676217460679751, 7.701339063940222, -9.726460667200694, 3.651095857419279

180 5.780027825777632, 3.520133779265152, 8.039921872290112, -5.9078038507911685, 8.167697897303649, -10.427591943816129, 3.647909804278689

181 4.996508254406988, 3.5213562273515278, 6.47166028146245, -5.1239529203626315, 6.599104947418093, -8.074256974473554, 3.648800893307171

182 5.139415988224016, 3.519470336066658, 6.759361640381373, -5.266388488647808, 6.8863341408051655, -8.506279792962523, 3.64644283649045

183 5.940549498637287, 3.524529772041578, 8.356569225232995, -6.068759519753836, 8.484779246349545, -10.900798972945253, 3.652739793158128

184 6.024744896903151, 3.53174938075283, 8.517740413053472, 6.156213635409676, 8.649209151559997, 11.142204667710319, 3.663218119259355

185 5.018600252296458, 3.522490339576804, 6.514710165016112, 5.147082754475323, 6.643192667194977, 8.13930257991463, 3.650972841755669

186 5.817490736018325, 3.533139550572577, 8.101841921464072, 5.947791622616994, 8.232142808062742, 10.51649399350849, 3.663440437171247

187 4.979435450261042, 3.4300445277041223, 6.528826372817963, -5.080771492968285, 6.630162415525206, -8.179553338082126, 3.531380570411365

188 7.079531730918694, 3.42240413930403, 10.736659322533358, -7.178856073742088, 10.835983665356752, -14.493111256971416, 3.521728482127424

189 4.937294715417764, 3.4350063960417807, 6.439583034793746, -5.040213062169103, 6.542501381545086, -8.044789700921068, 3.537924742793121

190 4.939701291266817, 3.427234043565004, 6.452168538968631, -5.040405317318372, 6.552872565020186, -8.065339812722, 3.5279380696165594

191 4.922148623410194, 3.4270289865812145, 6.417268260239173, -5.022621058712889, 6.517740695541868, -8.012860332370847, 3.52750142188391

192 4.938853121018309, 3.419700019198786, 6.458006222837832, -5.03734489504391, 6.556497996863434, -8.075651098682957, 3.5181917932243874

193 4.951405252345615, 3.419144670429514, 6.483665834261716, -5.049489362613676, 6.581749944529777, -8.114010526445878, 3.5172287806975753

194 6.102551332075038, 3.4255583122474085, 8.779544351902667, 6.20177294690418, 8.878765966731809, 11.555758986559438, 3.5247799270765503

195 4.986264101057121, 3.425232163615189, 6.547296038499054, -5.085580230261037, 6.646612167702969, -8.207644105144901, 3.5245482928191043

196 5.034929706808727, 3.422446115562769, 6.647413298054686, -5.133368907870376, 6.745852499116334, -8.358336090362293, 3.5208853166244176

197 5.766194849854704, 3.4301704117045415, 8.102219288004868, 5.867722514412413, 8.203746952562577, 10.53977139071274, 3.5316980762622494

198 4.975349555580239, 3.4243113899046906, 6.526387721255788, -5.074334206950769, 6.625372372626318, -8.176410538301868, 3.5232960412752203

199 5.843170998767948, 3.4283122987103596, 8.258029698825537, 5.9476658939134595, 8.362524593971049, 10.777383294028636, 3.532807193855871

200 6.82037757580866, 3.4495829912166567, 10.191172160400663, 6.930840592362521, 10.301635176954523, 13.672429761546526, 3.560046007770517

201 6.735172731584053, 3.4611264176015193, 10.009219045566589, 6.848984060214246, 10.12303037419678, 13.397076688179315, 3.574937746231712

202 7.273614528889661, 3.445978750608881, 11.10125030717044, -7.383175119049739, 11.21081089733052, -15.038446675611299, 3.5555393407689597

203 5.091653154307166, 3.4458880565779904, 6.737418252036341, 5.201813325876426, 6.847578423605601, 8.493343521334777, 3.55604822814725

204 6.31378980495973, 3.443706731876387, 9.183872878043072, -6.421828346112419, 9.291911419195761, -12.161994492279103, 3.5517452730290766

205 4.979908549251284, 3.4437954414536036, 6.516021657048963, 5.089022413258349, 6.62513552105603, 8.16124862885371, 3.5529093054606697

206 4.156675748430006, 3.4407400491513442, 4.8726114477086675, 4.2640037150177665, 4.979939414296428, 5.69587511357509, 3.5480680157391045

207 4.157915893095521, 3.4407883716558105, 4.875043414535232, 4.2652680209355145, 4.982395542375225, 5.699523063814936, 3.548140499495804

208 4.179291778578571, 3.441350941584051, 4.91723261557309, 4.286152424585092, 5.024093261579611, 5.762034098574131, 3.548211587590572

209 5.631632024392272, 3.443774945349833, 7.819489103434711, 5.739447693268318, 7.927304772310757, 10.115161851353196, 3.551590614225878

210 5.532681093591375, 3.443541807193142, 7.621820379989607, 5.6401235181334775, 7.72926280453171, 9.818402090929943, 3.550984231735245

211 6.824752078495808, 3.4258891882795255, 10.223614968712091, -6.924139131341009, 10.323002021557292, -13.721864911773574, 3.5252762411247254

212 4.981723329611778, 3.411862874661662, 6.551583784561895, -5.077469950716912, 6.647330405667029, -8.217190860617146, 3.507609495766796

213 6.135962887305759, 3.4303129552289127, 8.841612819382604, 6.2375618236256525, 8.943211755702498, 11.648861687779345, 3.5319118915488064

214 5.990931833579, 3.4225145728047655, 8.559349094353236, 6.090441149500186, 8.658858410274421, 11.227275671048655, 3.5220238887259514

215 5.923970282651631, 3.426936714383834, 8.421003850919426, 6.025301632696419, 8.522335200964214, 11.019368769232011, 3.5282680644286217

216 5.9169488034159485, 3.423090303823519, 8.410807303008378, 6.017005730381012, 8.510864229973441, 11.00472272956587, 3.5231472307885827

217 6.011176412116389, 3.4335420102480345, 8.588810813984743, 6.114004064933569, 8.691638466801924, 11.269272868670278, 3.536369663065215

218 5.778048621265448, 3.4348176497168907, 8.121279592814005, 5.883450040437461, 8.226681011986019, 10.569911983534576, 3.540219068888904

219 5.721396022163907, 3.437933830380086, 8.004858213947726, 5.827579080634214, 8.111041272418035, 10.394503464201854, 3.544116888850394

220 5.836186124385832, 3.4418549548259856, 8.23051729394568, 5.943684816654463, 8.33801598621431, 10.732347155774157, 3.549353647094616

221 4.239476972263296, 3.4351016499165397, 5.043852294610053, 4.345929774070706, 5.150305096417463, 5.9546804187642195, 3.5415544517239494

222 4.236080706134997, 3.436724724211309, 5.0354366880586845, 4.342824931689153, 5.14218091361284, 5.941536895536528, 3.543468949765465

223 4.888456528196639, 3.4405183853082577, 6.336394671085021, 4.99657871370364, 6.444516856592021, 7.892454999480402, 3.548640570815258

224 5.748135153352693, 3.4509979168699862, 8.0452723898354, 5.858537422353163, 8.155674658835869, 10.452811895318577, 3.5614001858704563

225 4.747890695896158, 3.5174417745178843, 5.9783396172744325, 4.884225702407453, 6.114674623785727, 7.345123545164001, 3.653776781029179

226 4.772828464540857, 3.5082725321527692, 6.037384396928944, 4.904578849869594, 6.169134782257681, 7.433690714645769, 3.6400229174815064

227 4.743268466447504, 3.502350933058728, 5.9841859998362805, 4.874919386406773, 6.115836919795549, 7.356754453184325, 3.634001853017996

228 4.860345976930124, 3.4914653526372845, 6.229226601222964, 4.986804709408102, 6.355685333700942, 7.72456595799378, 3.6179240851152628

229 4.87051604904401, 3.5032197459098895, 6.237812352178131, 4.999863666213913, 6.367159969348034, 7.734456272482155, 3.6325673630797923

230 5.507170895377942, 3.478987790628331, 7.535354000127553, 5.629786109209352, 7.657969213958963, 9.686152318708574, 3.601603004459741

231 4.888271184381738, 3.481670095643418, 6.294872273120058, 5.011847590447104, 6.418448679185423, 7.825049767923743, 3.605246501708784

232 4.836700593772077, 3.510703748643647, 6.162697438900508, 4.97003767357889, 6.29603451870732, 7.622031363835751, 3.6440408284504597

233 4.964893268339456, 3.505757154200731, 6.4240293824781824, 5.096749725755046, 6.555885839893772, 8.015021954032498, 3.6376136116163207

234 5.037399056362113, 3.5229173565182683, 6.551880756205957, 5.17425855592569, 6.688740255769535, 8.20322195561338, 3.6597768560818458

235 4.832731391080282, 3.5112968310393047, 6.154165951121258, 4.9659939258522865, 6.287428485893263, 7.60886304593424, 3.6445593658113093

236 4.753306578081327, 3.530921243034882, 5.975691913127771, 4.892704923345946, 6.1150902583923905, 7.3374755934388345, 3.6703195882995012

237 5.074756029930476, 3.5254527859252915, 6.62405927393566, 5.213373142298084, 6.762676386303268, 8.311979630308453, 3.6640698982928996

238 5.347541416968851, 3.50850958081257, 7.1865732531251325, 5.478793255337122, 7.317825091493403, 9.156856927649685, 3.6397614191808407

239 5.63725894144634, 3.5005303489648067, 7.7739875339278735, 5.766626400281144, 7.903354992762678, 10.040083585244211, 3.6298978077996105

240 4.924226000705391, 3.4841176480392964, 6.364334353371485, 5.047512955653602, 6.487621308319697, 7.927729660985791, 3.6074046029875073

241 4.3711800970480095, 3.4326757287371668, 5.309684465358853, 4.4866828715933025, 5.425187239904145, 6.363691608214988, 3.5481785032824598

242 4.377571077805008, 3.4287355710480716, 5.326406584561945, 4.492198405897867, 5.441033912654803, 6.38986941941174, 3.54336289914093

243 4.342609827266836, 3.430189827807888, 5.255029826725784, 4.45632439747418, 5.368744396933128, 6.281164396392076, 3.543904398015232

244 4.29721334834675, 3.4595817765355674, 5.134844920157933, 4.417342982404866, 5.254974554216048, 6.092606126027231, 3.579711410593683

245 4.349709820426706, 3.4333108112292496, 5.266108829624161, 4.463763044067258, 5.380162053264714, 6.29656106246217, 3.547364034869802

246 4.313655253996085, 3.4421230130133003, 5.185187494978871, 4.43076499530971, 5.302297236292495, 6.173829477275281, 3.5592327543269247

247 4.423793898190992, 3.43922882518404, 5.408358971197944, 4.537447768628757, 5.522012841635709, 6.506577914642661, 3.5528826956218054

248 4.454573665176008, 3.4384258441681097, 5.4707214861839075, 4.5692973286219365, 5.585445149629836, 6.601592970637735, 3.553149507614038

249 4.600380292412469, 3.4421630080858456, 5.758597576739092, 4.713378845312395, 5.871596129639019, 7.029813413965642, 3.5551615609857716

250 4.637040499428012, 3.432790663435223, 5.8412903354208, 4.74921515292634, 5.953464988919128, 7.157714824911917, 3.544965316933551

251 4.444634826474952, 3.449223303823822, 5.4400463491260815, 4.562753386018529, 5.558164908669659, 6.5535764313207885, 3.567341863367399

252 4.316173431099804, 3.4548238602461483, 5.17752300195346, 4.435898784831167, 5.2972483556848236, 6.158597926538479, 3.5745492139775115

253 4.4843712715481985, 3.489440946019901, 5.479301597076495, 4.611201309394368, 5.606131634922666, 6.601061960450963, 3.6162709838660714

254 4.486423304999718, 3.491494571560455, 5.481352038438982, 4.613022056842248, 5.607950790281512, 6.602879523720776, 3.6180933234029853

255 4.383394165784173, 3.523593078562369, 5.243195253005978, 4.518521702402305, 5.378322789624109, 6.238123876845914, 3.6587206151805005

256 4.508995331449, 3.4931264835941316, 5.524864179303869, 4.636410039308369, 5.652278887163238, 6.668147735018106, 3.6205411914535

257 4.508260252644114, 3.4991721499465993, 5.5173483553416265, 4.636699875125948, 5.645787977823461, 6.654876080520975, 3.6276117724284336

258 4.437136473873428, 3.5040410101271733, 5.370231937619684, 4.567389928020984, 5.500485391767239, 6.433580855513495, 3.634294464274729

259 4.45951706676141, 3.4602249633841624, 5.4588091701386565, 4.577881577972294, 5.5771736813495405, 6.576465784726787, 3.5785894745950464

260 4.461335820437766, 3.5296376432577294, 5.3930339976178026, 4.598880603512144, 5.5305787806921805, 6.462276957872217, 3.6671824263321073

261 4.625173198553894, 3.503276850263773, 5.747069546844016, 4.755789504001005, 5.877685852291126, 6.999582200581248, 3.633893155710884

262 4.535023318157805, 3.504528877178164, 5.565517759137446, 4.666141304255421, 5.696635745235063, 6.727130186214703, 3.6356468632757806

263 4.461151497636684, 3.543103951761828, 5.37919904351154, 4.599823015158792, 5.517870561033648, 6.435918106908505, 3.681775469283936

264 4.510797439630592, 3.520821492843626, 5.500773386417557, 4.645024428822455, 5.635000375609421, 6.624976322396386, 3.65504848203549

265 4.498330684226683, 3.4305166106497436, 5.566144757803621, 4.610851471181109, 5.678665544758047, 6.746479618334987, 3.54303739760417

266 4.503925135835917, 3.5109410517804864, 5.496909219891347, 4.635041293925701, 5.628025377981132, 6.621009462036563, 3.6420572098702704

267 4.494757636742315, 3.528256189109038, 5.46125908437559, 4.6293278092043, 5.595829256837576, 6.5623307044708525, 3.662826361571024

268 4.468103559767303, 3.5248125607387, 5.411394558795905, 4.603477613679484, 5.546768612708086, 6.490059611736688, 3.6601866146508817

269 4.454425184526804, 3.47296853838599, 5.435881830667618, 4.576709274368297, 5.558165920509111, 6.539622566649925, 3.595252628227483

270 4.49471796441296, 3.512878618984581, 5.476557309841338, 4.626802906104791, 5.608642251533169, 6.590481596961547, 3.6449635606764126

271 4.365360410220614, 3.524439614965494, 5.206281205475733, 4.500427051537718, 5.3413478467928375, 6.182268642047957, 3.6595062562825986

272 4.388747435131913, 3.517599381159321, 5.2598954891045056, 4.522825644990283, 5.393973698962875, 6.2651217529354675, 3.6516775910176906

273 4.381598523990734, 3.5500284398248967, 5.213168608156571, 4.523496895558235, 5.355066979724073, 6.18663706388991, 3.691926811392398

274 4.575357755111064, 3.525966757643988, 5.624748752578139, 4.713009174201436, 5.762400171668511, 6.811791169135587, 3.6636181767343605

275 4.577856059475624, 3.5179374082883434, 5.637774710662904, 4.712838130438892, 5.772756781626173, 6.832675432813453, 3.652919479251612

276 4.538418154768592, 3.528766230135452, 5.548070079401732, 4.677957555933667, 5.687609480566808, 6.6972614051999475, 3.668305631300527

277 4.552934771969192, 3.511418904833787, 5.594450639104598, 4.688869363965849, 5.730385231101255, 6.77190109823666, 3.6473534968304437

278 4.58561397336302, 3.5073374494333045, 5.663890497292735, 4.717391740032775, 5.79566826396249, 6.8739447878922055, 3.6391152161030593

279 4.561646059123543, 3.513061912608413, 5.610230205638673, 4.697154895742973, 5.745739042258103, 6.794323188773233, 3.6485707492278436

280 4.533822561379757, 3.48606629256285, 5.581578830196663, 4.659597065904839, 5.707353334721745, 6.755109603538651, 3.6118407970879316

281 4.679732824794617, 3.5010100377480193, 5.858455611841215, 4.810588104105181, 5.989310891151779, 7.168033678198377, 3.631865317058583

282 5.0731155435636675, 3.49745114713899, 6.648779939988345, 5.203824543574345, 6.779488939999022, 8.355153336423701, 3.6281601471496674

283 4.765102915116299, 3.5212768425179473, 6.00892898771465, 4.90347908059023, 6.147305153188582, 7.391131225786933, 3.6596530079918788

284 4.558801921139565, 3.5272343853531116, 5.590369456926019, 4.69855519736126, 5.730122733147713, 6.761690268934166, 3.666987661574806

285 4.508699122702935, 3.5122388839437204, 5.505159361462149, 4.641938886691157, 5.638399125450371, 6.634859364209585, 3.645478647931942

286 4.521990761764852, 3.5334956658639736, 5.5104858576657305, 4.662069592033785, 5.650564687934664, 6.639059783835543, 3.6735744961329067

287 4.698402553564278, 3.5282271532807847, 5.868577953847771, 4.835725985423579, 6.005901385707072, 7.176076785990565, 3.665550585140086

288 4.55892107156974, 3.540277857060095, 5.577564286079385, 4.701062136738586, 5.719705351248231, 6.738348565757875, 3.682418922228942

289 4.717390657083588, 3.522156336225831, 5.912624977941345, 4.855219534798604, 6.05045385565636, 7.245688176514117, 3.6599852139408466

290 4.69030142865454, 3.5055259493910156, 5.875076907918064, 4.822291163051774, 6.007066642315298, 7.191842121578822, 3.637515683788249

291 4.505229851898857, 3.494407228018667, 5.516052475779048, 4.632783726344744, 5.643606350224935, 6.654428974105126, 3.621961102464554

292 4.94685000238721, 3.5018886194572816, 6.391811385317138, 5.061062175805177, 6.506023558735106, 7.950984941665034, 3.6161007928752493

293 4.9864784315442305, 3.4952701789430356, 6.477686684145425, 5.098657701310508, 6.589865953911702, 8.081074206512897, 3.6074494487093127

294 4.96563425489472, 3.4912553058910527, 6.440013203898387, 5.07779345226066, 6.552172401264326, 8.026551350267994, 3.6034145032569924

295 4.981351302238122, 3.493847104358099, 6.468855500118145, 5.093868902547281, 6.581373100427304, 8.068877298307326, 3.6063647046672584

296 4.9726067703588654, 3.4918517006188394, 6.453361840098891, 5.083659434102902, 6.564414503842928, 8.045169573582953, 3.6029043643628755

297 5.020776732093294, 3.5028863008627553, 6.538667163323833, 5.135140957892832, 6.65303138912337, 8.17092182035391, 3.617250526662293

298 5.074893685186516, 3.512059698866589, 6.637727671506442, 5.190634349435772, 6.753468335755699, 8.316302322075625, 3.627800363115845

299 5.019327762111087, 3.503040258111871, 6.5356152661103035, 5.132731912206106, 6.649019416205323, 8.16530692020454, 3.616444408206889

300 6.290374602655144, 3.497625955006698, 9.08312325030359, 6.401647130930064, 9.19439577857851, 11.987144426226957, 3.6088984832816178

301 6.1717327218376505, 3.507295149015981, 8.83617029465932, 6.28588923791292, 8.95032681073459, 11.61476438355626, 3.6214516650912496

302 6.139182163299972, 3.5043965402411237, 8.77396778635882, 6.252805126438635, 8.887590749497484, 11.522376372556332, 3.618019503379787

303 5.002777417300396, 3.4968082116755514, 6.508746622925241, 5.114912634450553, 6.6208818400753975, 8.126851045700242, 3.608943428825708

304 4.506881886623791, 3.59437808121315, 5.419385692034432, 4.658608647538989, 5.571112452949629, 6.483616258360271, 3.7461048421283474

305 4.417493486026286, 3.6004032061926026, 5.23458376585997, 4.571567053444349, 5.388657333278033, 6.205747613111717, 3.754476773610666

306 4.497356973233966, 3.5953777602429446, 5.399336186224987, 4.650139933796628, 5.552119146787649, 6.45409835977867, 3.7481607208056067

307 4.417464252858671, 3.604772051000172, 5.230156454717169, 4.573169001003033, 5.385861202861532, 6.19855340472003, 3.7604767991445356

308 4.403353431196254, 3.6025318218050204, 5.204175040587487, 4.558269840576799, 5.359091449968033, 6.159913059359266, 3.757448231185566

309 4.409208265102061, 3.6041077038688196, 5.2143088263353015, 4.565134081358233, 5.370234642591473, 6.175335203824714, 3.760033520124991

310 4.52928753382235, 3.5893996982010457, 5.469175369443655, 4.679081463364063, 5.618969298985367, 6.558857134606672, 3.7391936277427575

311 4.507238741622849, 3.5926399624120724, 5.421837520833626, 4.6580964431375085, 5.572695222348285, 6.487294001559062, 3.7434976639267314

312 4.524274353432552, 3.5948906660226236, 5.45365804084248, 4.674927929695805, 5.604311617105734, 6.533695304515661, 3.745544242285877

313 4.508641408809373, 3.5901273755039513, 5.4271554421147945, 4.658576461864089, 5.577090495169511, 6.495604528474932, 3.7400624285586677

314 4.509830705376717, 3.5919624380534683, 5.427698972699966, 4.659573127569559, 5.5774413948928085, 6.495309662216057, 3.74170486024631

315 4.510191136829804, 3.6091591734017423, 5.411223100257866, 4.6653441853258215, 5.566376148753883, 6.467408112181945, 3.76431222189776

316 4.403970398352228, 3.6101690896611855, 5.197771707043269, 4.561051608525984, 5.354852917217026, 6.148654225908067, 3.7672502998349424

317 5.696875295073889, 3.514297619183252, 7.879452970964526, 5.8132801606954745, 7.9958578365861115, 10.17843551247675, 3.6307024848048375

318 7.0497944551644345, 3.5006140218665887, 10.59897488846228, -7.1614114787641014, 10.710591912061947, -14.259772345359792, 3.6122310454662556

319 4.734593638316735, 3.5111973390378903, 5.9579899375955785, 4.851502320502052, 6.074898619780897, 7.298294919059741, 3.628106021223208

320 4.688610602695236, 3.5139343237983236, 5.863286881592147, 4.807346862507775, 5.982023141404687, 7.156699420301599, 3.6326705836108637

321 4.4081911928538, 3.6343605345859684, 5.182021851121632, 4.57561781079654, 5.349448469064372, 6.123279127332204, 3.801787152528709

322 4.482048325571808, 3.6196256595387326, 5.344470991604884, 4.644517843201453, 5.5069405092345285, 6.369363175267605, 3.7820951771683777

323 4.402761849102048, 3.61856389891794, 5.186959799286155, 4.564480255934922, 5.34867820611903, 6.132876156303138, 3.780282305750814

324 4.400577623346786, 3.6128011754586407, 5.188354071234931, 4.561182798247106, 5.3489592461352515, 6.136735694023397, 3.7734063503589605

325 4.40662276560997, 3.6248123664405982, 5.188433164779342, 4.572126768870601, 5.353937168039972, 6.135747567209344, 3.7903163697012294

326 4.515823052271787, 3.6266702789287315, 5.404975825614843, 4.680387357827073, 5.569540131170129, 6.4586929045131845, 3.7912345844840174

327 4.498602187970854, 3.6270456593232043, 5.370158716618504, 4.663573192557828, 5.535129721205478, 6.406686249853128, 3.792016663910178

328 4.5202023021882685, 3.6245462957882832, 5.415858308588254, 4.683814092979759, 5.579470099379744, 6.475126105779729, 3.7881580865797737

329 4.526033167990448, 3.6312896527249685, 5.420776683255928, 4.690945957781282, 5.585689473046762, 6.480432988312242, 3.7962024425158027

330 4.533951179481326, 3.624770046282835, 5.443132312679817, 4.697237269067836, 5.606418402266327, 6.515599535464816, 3.7880561358693456

331 4.537650530201935, 3.6218561788458263, 5.453444881558044, 4.70035572252165, 5.616150073877759, 6.531944425233868, 3.784561371165541

332 4.50852985890734, 3.6106634389005814, 5.406396278914099, 4.667844360360263, 5.565710780367022, 6.463577200373781, 3.7699779403535043

333 4.4131482259804455, 3.628259971568884, 5.198036480392006, 4.579274877108051, 5.3641631315196125, 6.149051385931173, 3.7943866226964897

334 4.405402484552108, 3.627251234168465, 5.183553734935752, 4.571464559010245, 5.349615809393889, 6.127767059777533, 3.7933133086266015

335 4.615437712485764, 3.4424387762336877, 5.788436648737841, 4.727520673816884, 5.900519610068961, 7.073518546321037, 3.5545217375648073

336 4.619506288054581, 3.45123739911652, 5.7877751769926435, 4.734157187698839, 5.9024260766369006, 7.070694965574963, 3.5658882987607776

337 4.6053162204066105, 3.448311193035004, 5.7623212477782175, 4.719025692314353, 5.87603071968596, 7.033035747057567, 3.562020664942746

338 4.62007878681864, 3.4436197082690803, 5.7965378653682, 4.7324896418973115, 5.908948720446872, 7.085407798996431, 3.556030563347752

339 4.6172127755977375, 3.443781318811953, 5.790644232383522, 4.729442180794045, 5.90287363757983, 7.0763050943656145, 3.5560107240082606

340 4.6076144414566835, 3.44907702710162, 5.766151855811747, 4.721706830397734, 5.880244244752797, 7.03878165910786, 3.5631694160426703

341 4.618134722507635, 3.4463482929980307, 5.7899211520172384, 4.730471370471266, 5.90225779998087, 7.074044229490473, 3.558684940961662

342 4.612171332800263, 3.4534421374627775, 5.770900528137747, 4.725979405800705, 5.88470860113819, 7.043437796475675, 3.5672502104632198

343 4.608160545443871, 3.4554848827304774, 5.760836208157265, 4.7220881620236055, 5.874763824737, 7.027439487450394, 3.5694124993102117

344 4.592990113887766, 3.455899839712287, 5.730080388063246, 4.707640081140231, 5.84473035531571, 6.98182062949119, 3.5705498069647517

345 4.59795672818011, 3.4525369112803497, 5.743376545079871, 4.712217778133853, 5.857637595033614, 7.003057411933374, 3.566797961234093

346 4.602764075022823, 3.4478703716646506, 5.757657778380995, 4.715471092515525, 5.870364795873697, 7.02525849923187, 3.5605773891573524

347 4.614974070810439, 3.448436834134678, 5.7815113074862, 4.729007671652081, 5.895544908327842, 7.062082145003603, 3.5624704349763197

348 4.50383141132917, 3.515619294735074, 5.492043527923265, 4.640618939011931, 5.628831055606026, 6.6170431722001215, 3.6524068224178357

349 4.527573783087448, 3.5126066091123915, 5.542540957062504, 4.662854967958868, 5.677822141933924, 6.69278931590898, 3.647887793983812

350 4.514954642179148, 3.506718550524809, 5.523190733833489, 4.648539057021316, 5.656775148675656, 6.665011240329997, 3.6403029653669767

351 4.521780570172177, 3.503230770219661, 5.5403303701246935, 4.65462408621057, 5.673173886163087, 6.691723686115603, 3.6360742862580535

352 4.497239217114554, 3.501428059299652, 5.4930503749294575, 4.629558697059735, 5.625369854874637, 6.621181012689539, 3.6337475392448315

353 4.49900854547153, 3.5072513990822807, 5.49076569186078, 4.633109698442575, 5.624866844831825, 6.616623991221075, 3.641352552053325

354 4.515172858472744, 3.503322554313784, 5.527023162631705, 4.646310060293814, 5.658160364452775, 6.670010668611735, 3.6344597561348535

355 4.520258841089976, 3.512164276404345, 5.528353405775608, 4.65544326364455, 5.663537828330181, 6.6716323930158135, 3.6473486989589183

356 4.680869496949525, 3.498247735815704, 5.863491258083346, 4.809469289521555, 5.992091050655375, 7.174712811789197, 3.6268475283877337

357 4.695533395071403, 3.5107652541093137, 5.8803015360334925, 4.829396997782912, 6.0141651387450015, 7.198933279707091, 3.6446288568208236

358 4.666981320092798, 3.4926602583532818, 5.841302381832316, 4.7934115400458905, 5.967732601785407, 7.142053663524924, 3.6190904783063735

359 4.65941245680167, 3.498925788324653, 5.819899125278687, 4.79060672021965, 5.951093388696666, 7.111580057173684, 3.6301200517426326

360 4.6678728221130115, 3.4957595888111634, 5.839986055414859, 4.796980747447155, 5.969093980749004, 7.141207214050851, 3.6248675141453077

361 4.669986279568649, 3.483436283606651, 5.856536275530647, 4.796863500213137, 5.983413496175135, 7.169963492137133, 3.6103135042511387

362 4.508330791050082, 3.4974661561982394, 5.519195425901925, 4.639931806959807, 5.65079644181165, 6.661661076663494, 3.6290671721079644

363 4.6122751657432834, 3.44913783408587, 5.775412497400698, 4.726659266560522, 5.889796598217935, 7.052933929875349, 3.563521934903108

364 4.4586087861771375, 3.4498101964126615, 5.4674073759416135, 4.573067759773709, 5.581866349538185, 6.590664939302661, 3.5642691700092324

365 4.528719521856143, 3.501495631614907, 5.5559434120973785, 4.660318803725899, 5.687542693967135, 6.714766584208371, 3.6330949134846633

366 4.669729038967737, 3.5029235768441866, 5.836534501091288, 4.801916883549167, 5.968722345672717, 7.135527807796268, 3.6351114214256164

367 4.515660783959261, 3.4935369754606747, 5.537784592457847, 4.645550590206843, 5.6676743987054286, 6.6897982072040145, 3.6234267817082566

368 4.525186955251475, 3.4973272974109286, 5.553046613092023, 4.655456054252293, 5.68331571209284, 6.711175369933387, 3.627596396411746

369 4.536989020113806, 3.510395083271398, 5.563582956956215, 4.670915847600313, 5.697509784442722, 6.72410372128513, 3.644321910757905

370 4.538731343795212, 3.5085518556720183, 5.568910831918406, 4.672607886072556, 5.70278737419575, 6.732966862318944, 3.642428397949362

371 4.494521021265564, 3.4936691631777568, 5.495372879353372, 4.624476921371688, 5.625328779459496, 6.626180637547304, 3.62362506328388

372 4.493921212644181, 3.5012989860239787, 5.486543439264383, 4.6268064822023955, 5.619428708822598, 6.6120509354428005, 3.6341842555821935

373 4.396279031771873, 3.5089739001395697, 5.283584163404178, 4.531617447903961, 5.418922579536265, 6.306227711168569, 3.644312316271657

374 4.5078761242249294, 3.4989233596901497, 5.516828888759708, 4.640459122587249, 5.649411887122028, 6.658364651656807, 3.6315063580524694

375 4.372804971225704, 3.499056831311054, 5.246553111140353, 4.505581506710664, 5.3793296466253135, 6.253077786539963, 3.6318333667960143

376 4.38958376394572, 3.501666514718111, 5.277501013173329, 4.521143077464111, 5.40906032669172, 6.296977575919329, 3.6332258282365024

377 4.412879667027202, 3.5154847179168263, 5.310274616137578, 4.548359770200573, 5.4457547193109495, 6.343149668421325, 3.6509648210901977

378 4.392004743157168, 3.5187925705047136, 5.2652169158096225, 4.52864469450245, 5.401856867154905, 6.2750690398073585, 3.655432521849996

379 4.4405332528602734, 3.5262682021318925, 5.354798303588655, 4.579926223587693, 5.494191274316075, 6.4084563250444555, 3.6656611728593114

380 4.513780478376095, 3.504874357688595, 5.522686599063595, 4.646818375863434, 5.655724496550934, 6.664630617238434, 3.6379122551759338

381 4.523202509173403, 3.4942688607084063, 5.552136157638401, 4.651816543838011, 5.680750192303008, 6.7096838407680055, 3.6228828953730137

382 4.500816057358674, 3.4986424904483444, 5.502989624269003, 4.6336392473867685, 5.635812814297098, 6.637986381207427, 3.6314656804764396

383 4.513260896460408, 3.4928247261411687, 5.533697066779648, 4.6431752043349155, 5.663611374654154, 6.684047544973394, 3.622739034015676

384 4.388326884560522, 3.4864657399233074, 5.290188029197736, 4.517744929736671, 5.419606074373886, 6.321467219011099, 3.615883785099457

385 5.831043181125282, 3.497632953936934, 8.16445340831363, 5.950660756045995, 8.284070983234344, 10.61748121042269, 3.617250528857647

386 5.141964853731026, 3.4974316396420897, 6.786498067819962, -5.2612423588660056, 6.9057755729549415, -8.550308787043877, 3.616709144777069

387 5.601819294214978, 3.505581066718161, 7.698057521711793, 5.724097410577859, 7.820335638074675, 9.916573865571491, 3.6278591830810427

388 5.833609939154201, 3.5014812207694916, 8.16573865753891, 5.954195576641487, 8.286324295026196, 10.618453013410905, 3.622066858256778

389 5.771615765640813, 3.5105616280161485, 8.032669903265477, 5.894842001495983, 8.155896139120646, 10.416950276745311, 3.6337878638713184

390 5.9472156247479075, 3.505454437272489, 8.388976812223325, 6.068717298518937, 8.510478485994355, 10.952239673469773, 3.6269561110435196

391 5.796640615284001, 3.5006098628339695, 8.092671367734031, 5.91572000183577, 8.2117507542858, 10.507781506735832, 3.6196892493857398

392 5.13315250332127, 3.494024488304566, 6.772280518337975, -5.2509658454257995, 6.890093860442503, -8.529221875459207, 3.611837830409095

393 5.743574098172929, 3.492024899859275, 7.995123296486583, 5.861227675113823, 8.112776873427478, 10.364326071741132, 3.609678476800169

394 5.5578196834721165, 3.4891933948220606, 7.6264459721221725, 5.675021537184542, 7.743647825834598, 9.812274114484653, 3.6063952485344863

395 5.413224455350133, 3.4948416248235703, 7.331607285876696, 5.531686042604889, 7.4500688731314515, 9.368451703658014, 3.6133032120783266

396 5.340755521474414, 3.4954764319467597, 7.186034611002067, 5.4661078567001455, 7.311386946227799, 9.156666035755453, 3.620828767172492

397 5.3855799014421954, 3.5015676913063354, 7.269592111578056, 5.512131888319847, 7.396144098455708, 9.280156308591568, 3.6281196781839875

398 5.796278343278373, 3.5078826245150596, 8.084674062041687, 5.924035898305954, 8.212431617069267, 10.50082733583258, 3.6356401795426403

399 4.868210836463404, 3.5122617618837033, 6.224159911043105, 4.998279441152434, 6.354228515732134, 7.710177590311836, 3.6423303665727325

400 4.913034966637744, 3.5166968228423277, 6.30937311043316, 5.044714375395855, 6.44105251919127, 7.837390662986687, 3.6483762316004382

401 4.854222611403826, 3.5012553475686214, 6.20718987523903, 4.98025110649258, 6.333218370327785, 7.68618563416299, 3.6272838426573757

402 4.943371971668721, 3.510070578604256, 6.376673364733187, 5.071859468046334, 6.5051608611108, 7.938462254175265, 3.638558074981868

403 4.899245302448615, 3.495576100730759, 6.30291450416647, 5.0224341741184375, 6.426103375836293, 7.829772577554149, 3.6187649724005824

404 5.7145313150774575, 3.5059791337932618, 7.923083496361654, 5.839884629422436, 8.048436810706631, 10.256988991990829, 3.6313324481382394

405 5.174131854950524, 3.4877766369725287, 6.860487072928519, -5.295757917651747, 6.982113135629742, -8.668468353607738, 3.609402699673751

406 5.538812642180892, 3.5005359501084596, 7.577089334253324, 5.663992643193159, 7.702269335265591, 9.740546027338022, 3.625715951120727

407 5.510962598827949, 3.5003660942203823, 7.521559103435516, 5.636057671896178, 7.646654176503745, 9.65725068111131, 3.6254611672886106

408 5.480230774973692, 3.4999111970693146, 7.460550352878069, 5.6011072768379515, 7.581426854742329, 9.561746432646705, 3.6207876989335745

409 5.458768779405189, 3.490017789193676, 7.427519769616703, 5.576020817592261, 7.544771807803775, 9.513522798015288, 3.607269827380747

410 5.7061491720583515, 3.498020731725842, 7.91427761239086, 5.8250045650238125, 8.033133005356321, 10.24126144568883, 3.6168761246913035

411 5.077387121417193, 3.4939654578433372, 6.660808784991048, -5.195170948291106, 6.778592611864962, -8.362014275438817, 3.611749284717251

412 5.636429100785705, 3.4949571413937033, 7.777901060177705, 5.7548285748121595, 7.89630053420416, 10.037772493596162, 3.613356615420158

413 6.128930694209216, 3.501697498378692, 8.756163890039739, 6.249505257080072, 8.876738452910596, 11.50397164874112, 3.6222720612495487

414 5.9685058849838795, 3.5064677458978277, 8.430544024069931, 6.0905142130675785, 8.552552352153631, 11.014590491239682, 3.628476073981527

415 5.507507058456659, 3.5124196104010905, 7.502594506512228, 5.635598597054242, 7.630686045109812, 9.62577349316538, 3.640511148998674

416 4.781996325220127, 3.499239390268775, 6.0647532601714795, 4.910345306205323, 6.193102241156675, 7.475859176108027, 3.6275883712539705

417 4.778214808488507, 3.4902168072950146, 6.066212809682, 4.902176759644549, 6.190174760838041, 7.478172762031534, 3.614178758451057

418 4.898759765012232, 3.4941182956161523, 6.303401234408313, 5.025544288679009, 6.43018575807509, 7.83482722747117, 3.6209028192829287

419 4.874254000265919, 3.5018350251654424, 6.246672975366397, 5.003528439806918, 6.375947414907395, 7.748366390007872, 3.631109464706441

420 4.847223909073903, 3.5027003299002906, 6.191747488247515, 4.975817740116973, 6.320341319290585, 7.664864898464197, 3.631294160943361

421 4.858690094011462, 3.5156777183164456, 6.201702469706479, 4.991440979127723, 6.334453354822739, 7.677465730517755, 3.6484286034327056

422 4.815274647185264, 3.4945684629996956, 6.1359808313708335, 4.942909139121666, 6.263615323307235, 7.584321507492803, 3.6222029549360975

423 5.463501631365171, 3.496004166251495, 7.430999096478846, -5.589365154089997, 7.556862619203672, -9.524360084317347, 3.6218676889763213

424 5.15471412872682, 3.5070427777428805, 6.8023854797107575, 5.284494387259732, 6.932165738243671, 8.57983708922761, 3.636823036275794

425 5.475261566619305, 3.513584615260238, 7.436938517978372, -5.605748703965737, 7.567425655324804, -9.529102606683871, 3.6440717526066706

426 5.512841269221652, 3.4918647379269663, 7.533817800516338, -5.637006587269104, 7.6579831185637905, -9.678959649858475, 3.6160300559744183

427 5.353667262068716, 3.4891130632079914, 7.21822146092944, -5.478198907616387, 7.342753106477112, -9.207307305337835, 3.6136447087556633

428 4.793299080520911, 3.514900189082698, 6.071697971959123, 4.9261499963667035, 6.204548887804916, 7.482947779243129, 3.6477511049284903

429 4.866569807142067, 3.501021209147535, 6.232118405136599, 4.995437338674112, 6.360985936668643, 7.726534534663175, 3.6298887406795797

430 5.187670952227604, 3.5070115212240265, 6.868330383231182, 5.31879083209197, 6.9994502630955475, 8.680109694099125, 3.6381314010883923

431 4.164296387507658, 3.587443650968837, 4.741149124046478, 4.316254530561229, 4.89310726710005, 5.469960003638871, 3.7394017940224087

432 4.166386790625348, 3.5835433763223765, 4.749230204928319, 4.3166209914188, 4.899464405721771, 5.482307820024742, 3.733777577115829

433 4.477667355493259, 3.590464342259147, 5.36487036872737, 4.631588470183801, 5.518791483417913, 6.405994496652024, 3.7443854569496895

434 3.9423401120992625, 3.5992625424740905, 4.285417681724434, 4.098743148462816, 4.441820718087988, 4.78489828771316, 3.7556655788376445

435 4.137400289397493, 3.5981350561313903, 4.676665522663597, 4.293015140977001, 4.832280374243105, 5.371545607509208, 3.7537499077108976

436 4.098892415111402, 3.60512761056121, 4.592657219661595, 4.256996417561144, 4.750761222111336, 5.244526026661529, 3.7632316130109515

437 3.8963776762281186, 3.6128286571601618, 4.179926695296075, 4.057107579582408, 4.340656598650365, 4.624205617718322, 3.7735585605144517

438 3.897512730406489, 3.610068664395015, 4.184956796417963, 4.0575297569227375, 4.344973822934211, 4.632417888945685, 3.770085690911263

439 4.100204314840581, 3.613106007268486, 4.587302622412676, 4.259524205394028, 4.746622512966122, 5.233720820538218, 3.772425897821932

440 4.092324264361414, 3.624035270656815, 4.560613258066014, 4.255461644140254, 4.723750637844854, 5.192039631549454, 3.7871726504356555

441 4.0842041420712425, 3.6118172726492244, 4.556591011493261, 4.244206434662295, 4.716593304084313, 5.188980173506331, 3.771819565240277

442 4.079922813589535, 3.602461766427688, 4.557383860751383, 4.23613639112212, 4.713597438283967, 5.191058485445815, 3.758675343960273

443 4.4621487105500695, 3.593477676232202, 5.330819744867938, 4.615883987626433, 5.484555021944301, 6.353226056262169, 3.747212953308565

444 4.563882592120504, 3.582432924713837, 5.5453322595271715, 4.714696090280589, 5.6961457576872565, 6.677595425093924, 3.733246422873922

445 4.5698961927622594, 3.613071166463241, 5.526721219061277, 4.73421640907162, 5.6910414353706384, 6.647866461669656, 3.7773913827726022

446 4.547270217227085, 3.615907013741831, 5.478633420712339, 4.710540748337985, 5.641903951823239, 6.573267155308494, 3.779177544852731

447 4.560133253027478, 3.6215194943807423, 5.498747011674213, 4.7276647653443575, 5.666278523991093, 6.604892282637829, 3.789051006697622

448 4.555317844784477, 3.621345747358705, 5.489289942210247, 4.722987157424091, 5.656959254849863, 6.590931352275634, 3.7890150599983206

449 4.566674062181138, 3.6241314279379884, 5.5092166964242875, 4.735399291472667, 5.677941925715817, 6.620484559958967, 3.792856657229517

450 4.557990142899426, 3.622846380271299, 5.493133905527552, 4.72584852267552, 5.660992285303646, 6.596136047931773, 3.790704760047393

451 4.593100785548201, 3.6131951782204887, 5.5730063928759135, 4.757257517330719, 5.737163124658432, 6.717068731986144, 3.7773519100030066

452 4.520616359233048, 3.6070794661358083, 5.434153252330288, 4.681827950906694, 5.595364844003934, 6.508901737101174, 3.768291057809454

453 4.632371721333986, 3.5985162883740567, 5.6662271542939155, 4.790999521993508, 5.824854954953437, 6.8587103879133675, 3.7571440890335785

454 4.670376198921658, 3.6167465255263975, 5.724005872316919, 4.834289658853994, 5.887919332249254, 6.941549005644515, 3.780659985458733

455 4.796178753549623, 3.5889824694103125, 6.003375037688933, 4.951293187778365, 6.158489471917675, 7.365685756056985, 3.7440969036390546

456 4.750085274994994, 3.593303059979152, 5.906867490010836, 4.906220121360707, 6.063002336376549, 7.219784551392391, 3.749437906344864

457 4.569419462812521, 3.592983643740795, 5.545855281884246, 4.724826895530597, 5.701262714602323, 6.677698533674048, 3.748391076458872

458 4.568532803365249, 3.6147362273072368, 5.522329379423261, 4.73244824053268, 5.686244816590692, 6.640041392648705, 3.778651664474668

459 4.575999801752792, 3.5861673950961293, 5.565832208409454, 4.726755357906598, 5.716587764563261, 6.706420171219923, 3.736922951249936

460 4.737218706678882, 3.6070716656557322, 5.867365747702031, 4.898764897387508, 6.0289119384106575, 7.159058979433807, 3.768617856364359

461 4.725199137434494, 3.606617747310463, 5.843780527558524, 4.887196954650694, 6.005778344774725, 7.124359734898754, 3.7686155645266632

462 4.600609930316383, 3.605769691241214, 5.595450169391552, 4.761166634542732, 5.756006873617901, 6.75084711269307, 3.7663263954675634

463 4.608486455076061, 3.600924214732085, 5.616048695420038, 4.76843187881824, 5.775994119162217, 6.783556359506193, 3.7608696384742637

464 4.621129095672266, 3.599683624557901, 5.6425745667866325, 4.7807955614282145, 5.80224103254258, 6.823686503656946, 3.759350090313849

465 4.3935975501202735, 3.5808894233942836, 5.206305676846264, 4.54523765466537, 5.3579457813913605, 6.17065390811735, 3.73252952793938

466 4.383006502508648, 3.594099102526809, 5.171913902490486, 4.537727912377795, 5.326635312359633, 6.115542712341472, 3.748820512395956

467 4.4828100244525775, 3.5815641781590046, 5.384055870746151, 4.633644623526261, 5.5348904698198345, 6.436136316113408, 3.732398777232688

468 4.4543264941191785, 3.5684962039977015, 5.340156784240655, 4.603351642109048, 5.489181932230525, 6.375012222352002, 3.717521351987571

469 4.410801537232073, 3.5703466542182136, 5.251256420245934, 4.558549704332848, 5.399004587346708, 6.239459470360568, 3.7180948213189877

470 4.394155690274919, 3.579979225981008, 5.208332154568829, 4.545111637821091, 5.359288102115001, 6.173464566408912, 3.7309351735271807

471 4.400586357024656, 3.5981470450981536, 5.203025668951157, 4.559712389567913, 5.362151701494415, 6.1645910134209165, 3.7572730776414116

472 4.424911699085718, 3.6185584357247036, 5.2312649624467324, 4.587952120114178, 5.394305383475191, 6.200658646836206, 3.781598856753163

473 4.400849169360737, 3.602312953438009, 5.199385385283464, 4.55877741120625, 5.357313627128978, 6.155849843051705, 3.760241195283522

474 4.372177360647594, 3.6122626753130795, 5.132092045982108, 4.531737956578668, 5.291652641913183, 6.051567327247697, 3.771823271244154

475 4.4594160908291, 3.63117082737904, 5.287661354279161, 4.62448650668663, 5.45273177013669, 6.28097703358675, 3.796241243236569

476 4.586398719372503, 3.628778374943294, 5.544019063801713, 4.751688973289243, 5.709309317718452, 6.666929662147662, 3.794068628860033

477 4.391537042685832, 3.6417825980879592, 5.141291487283706, 4.560290816491248, 5.310045261089122, 6.059799705686995, 3.8105363718933747

478 4.428039598138739, 3.6263402049156372, 5.22973899136184, 4.592548343493906, 5.3942477367170065, 6.195947129940108, 3.7908489502708047

479 4.462410425096812, 3.624001680959375, 5.30081916923425, 4.625749908473849, 5.464158652611286, 6.302567396748724, 3.7873411643364108

480 4.399471165854028, 3.629996881460403, 5.168945450247653, 4.565808249481578, 5.335282533875204, 6.104756818268829, 3.7963339650879533

Dokumen terkait