pendigits_train.arff

Java语言实现的支持向量机的源码。对研究人工智能的朋友有用。

0.27,0.99,0.02,0.62,0,0.21,0.39,0,0.86,0.17,1,0.55,0.8,0.93,0.33,1,0
0.21,1,0,0.69,0.01,0.32,0.29,0,0.82,0.16,1,0.52,0.79,0.86,0.2,0.82,0
0.14,0.61,0.12,0.21,0.48,0,0.85,0.24,1,0.63,0.83,0.99,0.36,1,0,0.75,0
0.62,1,0.22,0.78,0,0.44,0.02,0.06,0.48,0,0.88,0.24,1,0.6,0.63,0.8,0
0.32,0.98,0.12,0.54,0.24,0.05,0.71,0,1,0.41,0.91,0.89,0.43,1,0,0.77,0
0.87,0.73,0.57,1,0.12,0.87,0,0.41,0.27,0.04,0.73,0,1,0.38,0.94,0.67,0
0.3,0.96,0,0.5,0.07,0.01,0.66,0,1,0.42,0.86,0.91,0.28,1,0.03,0.57,0
0.43,0.91,0.09,0.59,0,0.14,0.43,0,0.85,0.22,1,0.67,0.68,1,0.21,0.97,0
0.43,1,0.15,0.71,0,0.35,0.13,0,0.71,0.2,1,0.54,1,0.91,0.39,0.97,0
0.35,0.93,0.02,0.69,0,0.26,0.36,0,0.79,0.02,1,0.39,0.81,0.77,0.42,1,0
0.18,0.86,0,0.62,0.22,0.09,0.71,0,1,0.49,0.78,1,0.29,0.94,0.17,0.41,0
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0.38,0.96,0.06,0.6,0,0.19,0.47,0,0.99,0.25,1,0.65,0.71,1,0.17,0.85,0
0.02,0.58,0,0.22,0.48,0,1,0.24,1,0.71,0.53,1,0.06,0.76,0.22,0.31,0
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0.45,0.78,0.06,0.48,0,0.02,0.46,0,0.83,0.34,1,0.8,0.63,1,0.19,0.78,0
0.39,0.94,0,0.31,0.42,0,1,0.43,0.95,1,0.3,0.69,0.49,0.53,0.3,0.28,0
0.1,0.98,0,0.54,0.07,0.11,0.51,0,0.9,0.3,1,0.72,0.66,1,0.18,0.88,0
0.1,1,0.01,0.66,0,0.19,0.4,0,0.84,0.28,1,0.72,0.59,0.98,0.07,0.88,0
0.15,0.8,0,0.46,0.2,0.07,0.67,0,1,0.33,0.93,0.76,0.53,1,0.16,0.75,0
1,0.47,0.92,0.98,0.39,1,0,0.64,0.04,0.15,0.55,0,0.98,0.31,0.95,0.76,0
0.66,0.88,0.16,0.7,0,0.23,0.45,0,0.97,0.28,1,0.74,0.49,1,0.18,0.66,0
0.2,0.71,0,0.29,0.31,0,0.78,0.12,1,0.51,0.84,0.93,0.37,1,0.08,0.66,0
0.26,0.88,0,0.58,0.04,0.17,0.54,0,0.96,0.28,1,0.69,0.63,1,0.12,0.86,0
0.15,0.98,0,0.58,0.13,0.17,0.57,0,0.96,0.24,1,0.67,0.7,1,0.29,0.83,0
0.08,0.66,0.17,0.27,0.49,0,0.89,0.23,1,0.63,0.75,0.97,0.25,1,0,0.67,0
0.05,0.87,0.05,0.3,0.41,0,0.83,0.09,1,0.58,0.7,1,0.29,0.95,0,0.51,0
0.29,1,0.08,0.62,0,0.2,0.41,0,0.87,0.19,1,0.59,0.6,0.86,0.08,0.89,0
0.23,0.97,0,0.53,0.2,0.06,0.66,0,1,0.35,0.98,0.84,0.53,1,0.09,0.81,0
0.22,0.98,0.02,0.66,0,0.17,0.43,0,0.85,0.26,1,0.73,0.61,1,0.12,0.86,0
0.32,0.95,0.01,0.65,0,0.25,0.35,0,0.79,0.13,1,0.49,0.81,0.85,0.37,1,0
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0.2,0.88,0.01,0.52,0.17,0.07,0.69,0,1,0.38,0.85,0.84,0.36,1,0,0.69,0
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0.2,0.86,0,0.53,0.04,0.11,0.48,0,0.89,0.24,1,0.64,0.74,0.99,0.26,1,0
0.75,0.72,0.25,0.76,0,0.37,0.16,0,0.7,0.23,1,0.61,0.88,1,0.31,0.83,0
0.38,1,0.2,0.61,0.26,0.2,0.65,0,1,0.27,0.92,0.67,0.48,0.85,0,0.79,0
0.58,0.85,0.14,0.54,0.35,0.02,1,0.58,0.65,1,0.21,0.48,0.6,0.64,0,0,0
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0.65,0.9,0.24,0.9,0,0.44,0.19,0,0.67,0.06,1,0.44,0.91,0.91,0.44,1,0
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0.48,0.73,0.27,0.86,0,0.48,0.07,0.05,0.53,0,0.91,0.27,1,0.71,0.66,1,0
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0.78,1,0.2,0.92,0,0.58,0.06,0.22,0.53,0,0.97,0.23,1,0.59,0.89,0.95,0
0.13,1,0,0.54,0.25,0.13,0.7,0,1,0.35,0.86,0.81,0.41,0.94,0.06,0.62,0
0.57,1,0.16,0.72,0,0.34,0.24,0,0.81,0.14,1,0.51,0.73,0.86,0.12,0.82,0
0.66,0.98,0.55,0.7,0.98,0.68,1,1,0.57,0.92,0.33,0.62,0.16,0.31,0,0,0
0.42,0.77,0.5,0.88,0.08,0.48,0,0.01,0.63,0,0.98,0.43,1,0.91,0.38,1,0
0,0.71,0.01,0.21,0.47,0,0.93,0.1,1,0.59,0.66,0.95,0.19,1,0.1,0.59,0
0.21,0.73,0.12,0.31,0.4,0,0.81,0.18,1,0.55,0.82,0.94,0.37,1,0,0.75,0
0.3,0.96,0,0.66,0.11,0.08,0.66,0,1,0.47,0.79,1,0.28,0.81,0.31,0.3,0
0.44,0.97,0.09,0.62,0,0.13,0.41,0,0.82,0.26,1,0.72,0.63,1,0.17,0.92,0
0.21,0.69,0,0.48,0.19,0.07,0.61,0,0.94,0.3,1,0.74,0.67,1,0.29,0.83,0
0.21,0.81,0,0.55,0.07,0.1,0.56,0,0.97,0.26,1,0.71,0.62,1,0.15,0.84,0
0.43,0.95,0.12,0.85,0,0.4,0.29,0.04,0.75,0,1,0.37,0.79,0.78,0.38,1,0
0.33,1,0,0.78,0.01,0.36,0.3,0,0.82,0.06,1,0.46,0.8,0.85,0.28,0.96,0
0.58,1,0.17,0.78,0,0.37,0.18,0,0.7,0.04,1,0.38,0.83,0.78,0.35,0.83,0
0.42,0.99,0.1,0.59,0.15,0.12,0.66,0,1,0.38,0.98,0.84,0.49,1,0,0.75,0
0,0.82,0.08,0.35,0.42,0,0.88,0.21,1,0.66,0.67,1,0.22,0.8,0.15,0.35,0
0.35,0.97,0.08,0.76,0,0.27,0.42,0,0.91,0.17,1,0.65,0.6,0.97,0.08,1,0
0.21,0.85,0.01,0.41,0.23,0.01,0.75,0,1,0.39,0.78,0.83,0.31,1,0,0.64,0
0.93,0.77,0.51,1,0.03,0.77,0,0.32,0.39,0,0.9,0.2,1,0.63,0.54,0.84,0
0.27,0.73,0.15,0.37,0.41,0,0.81,0.07,1,0.5,0.78,0.92,0.37,1,0,0.77,0
0.27,0.95,0,0.62,0.09,0.2,0.57,0,1,0.27,0.98,0.7,0.61,1,0.08,0.85,0
0.33,1,0.15,0.85,0,0.4,0.13,0,0.46,0.03,0.76,0.25,1,0.61,0.84,0.95,0
0.7,1,0.25,0.75,0,0.34,0.25,0,0.73,0.22,1,0.62,0.75,0.98,0.23,0.93,0
0.3,0.86,0,0.42,0.23,0,0.7,0.03,1,0.41,0.82,0.9,0.37,1,0.22,0.54,0
0.16,0.98,0.1,0.9,0,0.42,0.27,0,0.85,0.09,1,0.55,0.69,0.98,0.11,1,0
0.23,0.95,0,0.6,0.03,0.21,0.42,0,0.84,0.16,1,0.53,0.74,0.85,0.3,1,0
0.95,1,0.33,0.81,0,0.42,0.02,0,0.68,0.05,1,0.45,0.97,0.86,0.36,0.73,0
0.79,1,0.28,0.87,0,0.52,0.07,0.13,0.57,0,0.99,0.26,1,0.65,0.71,1,0
0.19,1,0.08,0.57,0.21,0.18,0.66,0,1,0.29,0.79,0.66,0.3,0.78,0,0.47,0
0.38,0.87,0.11,0.47,0.18,0.02,0.66,0,1,0.35,0.91,0.8,0.45,1,0,0.83,0
0.78,1,0.26,1,0,0.64,0.03,0.24,0.46,0,0.93,0.18,1,0.59,0.87,0.97,0
0.26,0.66,0.13,0.37,0.32,0,0.8,0.05,1,0.42,0.82,0.81,0.38,1,0,0.76,0
0.46,1,0.28,0.86,0.06,0.42,0.23,0,0.82,0.13,1,0.56,0.62,0.92,0,0.88,0
0.36,0.92,0.07,0.83,0,0.37,0.26,0,0.77,0.06,1,0.46,0.84,0.89,0.36,1,0
0.24,0.8,0,0.45,0.16,0,0.79,0.13,1,0.58,0.75,1,0.16,0.74,0.12,0.28,0
0.16,0.68,0,0.4,0.26,0,0.73,0.1,1,0.5,0.82,0.93,0.32,1,0.01,0.73,0
0.8,0.7,0.57,1,0.15,0.73,0,0.3,0.34,0,0.83,0.15,1,0.56,0.75,0.88,0
0.86,1,0.56,0.99,0.19,0.67,0,0.25,0.31,0,0.81,0.15,1,0.53,0.78,0.93,0
0.05,0.42,0,0.07,0.44,0,0.87,0.15,1,0.64,0.68,1,0.25,0.93,0.2,0.48,0
0.21,1,0.04,0.74,0,0.3,0.32,0,0.81,0.2,1,0.59,0.76,0.96,0.25,0.9,0
0.25,0.77,0.03,0.6,0.11,0,0.71,0.04,1,0.57,0.56,1,0.02,0.66,0,0.11,0
0.3,0.94,0,0.58,0.04,0.14,0.52,0,0.94,0.29,1,0.71,0.6,1,0.1,0.86,0
0.85,0.91,0.27,0.82,0,0.48,0.08,0.13,0.64,0,1,0.3,0.95,0.66,0.73,1,0
0.49,0.99,0.05,0.74,0,0.24,0.46,0,0.98,0.21,1,0.7,0.55,1,0.05,0.79,0
0.06,0.91,0,0.43,0.25,0,0.78,0.09,1,0.53,0.82,0.98,0.32,1,0.13,0.55,0
0.33,0.95,0.04,0.69,0,0.27,0.39,0,0.88,0.16,1,0.56,0.69,0.89,0.17,1,0
0.42,0.97,0.27,0.86,0,0.4,0.26,0,0.86,0.13,1,0.59,0.65,1,0.05,0.93,0
0.25,0.79,0.05,0.36,0.32,0,0.75,0.19,1,0.6,0.81,1,0.35,0.94,0,0.62,0
0.5,1,0.15,0.65,0.01,0.23,0.46,0,0.97,0.27,1,0.69,0.54,1,0,0.84,0
0.1,0.76,0,0.34,0.26,0,0.69,0.09,1,0.42,0.97,0.84,0.57,1,0.14,0.87,0
0.04,0.94,0.07,0.42,0.35,0,0.82,0.11,1,0.58,0.73,1,0.25,0.93,0,0.49,0
0.38,0.51,0.08,0.66,0,0.19,0.42,0,0.87,0.26,1,0.71,0.61,1,0.16,0.84,0
0.24,0.91,0,0.55,0.22,0.03,0.71,0,1,0.48,0.82,1,0.37,0.76,0.01,0.33,0
0.3,0.49,0.24,0.09,0.6,0,0.9,0.31,1,0.71,0.75,1,0.32,0.9,0,0.63,0
0.52,0.95,0.08,0.73,0.1,0.22,0.55,0,1,0.24,0.96,0.74,0.51,1,0,0.91,0
0.16,0.92,0.11,0.3,0.51,0,0.94,0,1,0.57,0.63,0.98,0.2,1,0,0.43,0
0.52,1,0.15,0.72,0,0.32,0.24,0,0.69,0.08,1,0.4,0.92,0.81,0.49,0.89,0
0.14,0.93,0.01,0.8,0,0.37,0.31,0,0.86,0.21,1,0.62,0.69,0.99,0.06,1,0
0.26,0.89,0.13,0.44,0.29,0.01,0.72,0,1,0.36,0.85,0.79,0.45,1,0,0.92,0
0.24,0.77,0.18,0.34,0.46,0,0.89,0.2,1,0.62,0.78,1,0.31,0.9,0,0.55,0
0.29,1,0,0.61,0.08,0.14,0.59,0,1,0.33,0.97,0.8,0.48,0.91,0.18,0.53,0
0.68,1,0.29,0.9,0,0.59,0.01,0.17,0.38,0,0.77,0.13,1,0.48,0.78,0.82,0
0.19,0.78,0,0.36,0.25,0,0.71,0.04,1,0.39,0.9,0.84,0.49,1,0.1,0.76,0
0.03,0.69,0,0.18,0.37,0,0.77,0.13,1,0.54,0.8,0.97,0.41,1,0.21,0.61,0
0.5,1,0.2,0.6,0.32,0.13,0.84,0,1,0.45,0.79,0.9,0.25,0.98,0,0.56,0
0.12,0.67,0.14,0.25,0.5,0,0.93,0.17,1,0.57,0.72,0.91,0.28,1,0,0.67,0
0.58,1,0.17,0.83,0,0.41,0.18,0,0.75,0.05,1,0.45,0.89,0.87,0.34,0.88,0
0.14,0.86,0,0.75,0.01,0.29,0.4,0,0.94,0.1,1,0.53,0.62,0.86,0.09,1,0
0,0.56,0.05,0.14,0.47,0,0.86,0.25,1,0.66,0.76,1,0.34,0.8,0.06,0.45,0
0.31,1,0,0.69,0,0.27,0.37,0,0.87,0.11,1,0.51,0.71,0.85,0.23,0.85,0
0.35,0.85,0.22,0.38,0.45,0,0.87,0.12,1,0.57,0.81,1,0.37,0.97,0,0.72,0
0.97,0.82,0.59,1,0.18,0.69,0,0.22,0.42,0,0.93,0.15,1,0.6,0.57,0.89,0
0.4,0.99,0,0.74,0.01,0.2,0.44,0,0.88,0.24,1,0.76,0.6,1,0.21,0.7,0
0.36,1,0,0.73,0.01,0.28,0.41,0,0.89,0.17,1,0.61,0.74,0.98,0.21,0.94,0
0.54,1,0.18,0.69,0,0.3,0.27,0,0.72,0.18,1,0.54,0.84,0.91,0.34,0.93,0
0,0.39,0.02,0.62,0.11,0.05,0.63,0,1,0.43,0.89,0.99,0.36,1,0,0.57,0
0.66,0.98,0.24,0.78,0,0.35,0.24,0,0.74,0.2,1,0.61,0.79,1,0.29,0.92,0
0.23,0.85,0,0.49,0.02,0.11,0.52,0,0.91,0.3,1,0.67,0.7,1,0.14,0.96,0
0.47,0.99,0.11,0.74,0,0.31,0.3,0,0.75,0.06,1,0.42,0.89,0.85,0.49,1,0
0.5,0.82,0.08,0.61,0,0.15,0.5,0,0.95,0.3,1,0.77,0.59,1,0.23,0.64,0
0.84,0.97,0.4,0.79,0,0.39,0.09,0,0.62,0.26,1,0.67,0.71,1,0.15,0.8,0
0.3,0.81,0.02,0.67,0,0.25,0.33,0,0.74,0.26,1,0.63,0.88,1,0.37,0.89,0
0.12,0.61,0,0.2,0.44,0,0.92,0.23,1,0.64,0.7,1,0.15,0.92,0,0.52,0
0.02,0.66,0,0.3,0.18,0,0.58,0.06,0.88,0.32,1,0.65,0.83,0.95,0.43,1,0
0.13,0.94,0,0.52,0.16,0.11,0.66,0,1,0.32,0.9,0.74,0.48,1,0.05,0.78,0
0.49,0.83,0.11,0.7,0,0.24,0.39,0,0.89,0.2,1,0.62,0.69,1,0.35,0.79,0
0.13,0.88,0.05,0.45,0.26,0,0.73,0.07,1,0.49,0.85,0.93,0.37,1,0,0.7,0
0.2,0.56,0.34,0.14,0.7,0,1,0.26,0.94,0.7,0.65,1,0.27,0.95,0,0.64,0
0,0.43,0.01,0.33,0.41,0,1,0.15,0.99,0.63,0.61,1,0.08,0.75,0.04,0.28,0
0.44,0.95,0.23,0.49,0.22,0,0.68,0.04,1,0.45,1,0.94,0.47,1,0,0.75,0
0.7,0.92,0.12,0.52,0.26,0,1,0.43,0.88,1,0.13,0.58,0.61,0.68,0,0.11,0
0.47,1,0.19,0.67,0,0.3,0.2,0,0.68,0.05,1,0.33,0.91,0.72,0.5,0.88,0
0.14,0.78,0.07,0.33,0.4,0,0.84,0.15,1,0.61,0.72,1,0.26,1,0,0.6,0
0.18,0.82,0,0.38,0.23,0,0.7,0.06,1,0.41,0.85,0.83,0.39,1,0.04,0.74,0
0.17,0.72,0.16,0.36,0.4,0,0.86,0.12,1,0.53,0.79,0.92,0.31,1,0,0.67,0
0.57,0.91,0.22,0.7,0,0.24,0.37,0,0.81,0.21,1,0.67,0.69,1,0.3,0.73,0
0.26,1,0,0.58,0.05,0.11,0.55,0,0.97,0.28,1,0.75,0.56,0.97,0.17,0.68,0
0.51,0.99,0.28,0.6,0.4,0.09,0.79,0,1,0.44,0.81,0.9,0.4,1,0,0.87,0
0.47,0.85,0.12,0.75,0,0.34,0.26,0,0.74,0.08,1,0.44,0.92,0.85,0.47,1,0
0.38,0.64,0.08,0.67,0,0.2,0.4,0,0.85,0.26,1,0.69,0.63,1,0.21,0.87,0
0.61,1,0.23,0.76,0,0.38,0.15,0,0.75,0.11,1,0.48,0.73,0.85,0.14,0.91,0
0.23,0.79,0,0.65,0.03,0.19,0.44,0,0.88,0.18,1,0.62,0.71,1,0.26,0.96,0
0.17,0.88,0.03,0.64,0.06,0.21,0.6,0,1,0.34,1,0.76,0.48,1,0,0.78,0
0.32,1,0.07,0.79,0,0.34,0.32,0,0.82,0.04,1,0.46,0.7,0.81,0.21,0.97,0
0.25,0.5,0.17,0.11,0.58,0,0.9,0.27,1,0.65,0.8,0.99,0.36,1,0,0.75,0
0.17,0.86,0.01,0.59,0.18,0.11,0.72,0,1,0.42,0.82,0.9,0.28,1,0,0.56,0
0.25,0.72,0.15,0.31,0.47,0,0.93,0.08,1,0.5,0.73,0.87,0.28,1,0,0.68,0
0.31,0.88,0.05,0.5,0.04,0.08,0.57,0,1,0.3,1,0.71,0.56,1,0,0.92,0
0.47,1,0,0.75,0.05,0.29,0.5,0,1,0.18,1,0.63,0.59,0.96,0.04,0.88,0
0.11,0.94,0,0.48,0.23,0.06,0.72,0,1,0.36,0.84,0.8,0.39,1,0.05,0.69,0
0.23,0.97,0,0.48,0.17,0,0.58,0.03,0.93,0.35,1,0.89,0.59,1,0.23,0.73,0
0.07,0.48,0.16,0.02,0.69,0,1,0.38,0.94,0.84,0.44,1,0.04,0.67,0,0.22,0
0.51,1,0.17,0.7,0,0.32,0.19,0,0.69,0.1,1,0.42,0.9,0.79,0.45,0.97,0
0.62,0.81,0.22,0.8,0,0.38,0.23,0,0.71,0.04,1,0.43,0.84,0.88,0.4,1,0
0.4,1,0.03,0.69,0,0.25,0.44,0,0.91,0.26,1,0.69,0.6,1,0.08,0.84,0
0.37,0.9,0.05,0.6,0.12,0.15,0.6,0,0.98,0.32,1,0.76,0.55,1,0,0.9,0
0.29,0.84,0,0.54,0.15,0.08,0.63,0,1,0.32,0.91,0.79,0.48,1,0.03,0.81,0
0.66,1,0.3,0.87,0.08,0.56,0,0.21,0.31,0,0.75,0.17,1,0.47,0.89,0.79,0
0.68,0.82,0.34,1,0,0.65,0.08,0.22,0.57,0,1,0.24,0.88,0.66,0.4,0.92,0
0.37,1,0.1,0.69,0,0.28,0.35,0,0.84,0.18,1,0.58,0.79,0.96,0.27,0.99,0
0.15,0.84,0,0.57,0.05,0.17,0.52,0,0.95,0.28,1,0.67,0.7,1,0.2,0.87,0
0.31,1,0.12,0.65,0,0.26,0.28,0,0.71,0.22,1,0.55,0.93,0.92,0.44,0.89,0
0.47,1,0.17,0.68,0,0.34,0.09,0,0.71,0.18,0.97,0.51,1,0.86,0.48,0.95,0
0.81,0.9,0.29,0.82,0,0.42,0.1,0,0.7,0.16,1,0.56,0.96,1,0.47,0.82,0
0.12,0.78,0.07,0.36,0.33,0.02,0.83,0,1,0.38,0.85,0.78,0.43,1,0,0.8,0
0.71,0.76,0.34,1,0,0.72,0.08,0.31,0.42,0,0.86,0.15,1,0.56,0.88,0.96,0
0.4,1,0.12,0.76,0,0.33,0.3,0,0.82,0.01,1,0.39,0.75,0.78,0.3,1,0
0.04,0.97,0,0.51,0.18,0.08,0.68,0,1,0.36,0.91,0.81,0.44,1,0.11,0.68,0
0.3,0.95,0,0.62,0.13,0.2,0.57,0,1,0.21,0.99,0.64,0.63,0.95,0.15,1,0
0.09,0.96,0.01,0.5,0.12,0,0.69,0.03,1,0.48,0.82,0.97,0.28,1,0,0.54,0
0.49,1,0.15,0.8,0,0.37,0.22,0.01,0.67,0,1,0.31,1,0.75,0.62,0.92,0
0.57,0.94,0.18,0.85,0.04,0.37,0.39,0,0.94,0.17,1,0.65,0.6,1,0,0.99,0
0.12,0.78,0,0.31,0.3,0,0.67,0.01,1,0.27,0.96,0.76,0.63,1,0.39,0.73,0
1,0.7,0.58,1,0.1,0.75,0,0.24,0.48,0,1,0.19,0.97,0.68,0.45,0.81,0
0.2,1,0,0.58,0.14,0.15,0.59,0,0.98,0.27,1,0.73,0.64,1,0.24,0.76,0
0.87,0.95,0.28,0.76,0,0.37,0.18,0,0.77,0.23,1,0.64,0.74,1,0.23,0.75,0
0.38,1,0.07,0.83,0,0.35,0.32,0,0.81,0.1,1,0.54,0.7,0.92,0.21,0.9,0
0.35,0.57,0,0.47,0.01,0,0.48,0.05,0.86,0.36,1,0.83,0.58,1,0.12,0.86,0