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。

@relation pendigits_train
@attribute input1 numeric
@attribute input2 numeric
@attribute input3 numeric
@attribute input4 numeric
@attribute input5 numeric
@attribute input6 numeric
@attribute input7 numeric
@attribute input8 numeric
@attribute input9 numeric
@attribute input10 numeric
@attribute input11 numeric
@attribute input12 numeric
@attribute input13 numeric
@attribute input14 numeric
@attribute input15 numeric
@attribute input16 numeric
@attribute class {0,1,2,3,4,5,6,7,8,9}
@data
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0.38,0.94,0.04,0.63,0,0.2,0.41,0,0.84,0.19,1,0.6,0.77,0.98,0.32,1,0
0,0.37,0.17,0,0.66,0.01,1,0.31,0.96,0.71,0.59,1,0.12,0.98,0.09,0.59,0
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0.73,1,0.24,0.85,0,0.39,0.22,0,0.7,0.2,1,0.62,0.78,0.99,0.31,0.76,0
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0.45,0.96,0.23,0.78,0,0.35,0.29,0,0.83,0.21,1,0.65,0.63,1,0.03,0.91,0
0.62,1,0.14,0.91,0,0.54,0.12,0.17,0.55,0,0.96,0.21,1,0.6,0.79,0.95,0
0.3,1,0,0.65,0,0.2,0.41,0,0.85,0.12,1,0.54,0.77,0.93,0.33,0.99,0
0.7,1,0.27,0.75,0,0.39,0.06,0,0.63,0.02,1,0.33,0.93,0.71,0.38,0.74,0
0.13,0.96,0,0.58,0.16,0.17,0.63,0,1,0.27,0.94,0.68,0.6,1,0.17,0.89,0
0.75,1,0.31,0.92,0.01,0.55,0,0.1,0.46,0,0.84,0.31,1,0.73,0.68,0.99,0
0.31,0.94,0,0.62,0.02,0.17,0.4,0,0.78,0.2,1,0.6,0.8,0.98,0.37,1,0
0.29,0.5,0,0.15,0.4,0,0.83,0.22,1,0.65,0.7,1,0.24,0.95,0.15,0.5,0
0.94,0.82,0.45,1,0.01,0.63,0,0.09,0.53,0,1,0.3,0.97,0.85,0.47,0.97,0
0,0.61,0.07,0.11,0.49,0,0.87,0.28,1,0.78,0.62,1,0.25,0.72,0.16,0.2,0
0.16,0.89,0.01,0.48,0.23,0.09,0.72,0,1,0.34,0.87,0.76,0.45,1,0,0.83,0
0.01,0.3,0.35,0,0.78,0.14,1,0.56,0.85,1,0.42,0.98,0.08,0.65,0,0.2,0
0.37,0.84,0,0.51,0.02,0.07,0.53,0,0.98,0.27,1,0.7,0.58,1,0.07,0.99,0
0.36,1,0.08,0.7,0,0.27,0.28,0,0.68,0.1,0.96,0.44,1,0.84,0.61,0.86,0
0.11,1,0,0.68,0.22,0.14,0.66,0,1,0.35,0.78,0.88,0.34,1,0.13,0.51,0
0.71,1,0.29,0.69,0,0.32,0.24,0,0.76,0.18,1,0.56,0.85,0.95,0.31,0.98,0
0.31,0.95,0.05,0.61,0,0.23,0.32,0,0.77,0.18,1,0.51,0.82,0.85,0.37,1,0
0.07,0.72,0.01,0.38,0.31,0,0.82,0.11,1,0.56,0.76,0.99,0.26,1,0,0.58,0
0.56,1,0.17,0.72,0,0.29,0.34,0,0.79,0.2,1,0.6,0.74,0.96,0.31,0.83,0
0.56,1,0.27,0.79,0,0.39,0.12,0,0.66,0.15,1,0.51,0.93,0.93,0.38,0.93,0
0.08,0.97,0.14,0.72,0,0.35,0.1,0,0.69,0.18,1,0.53,0.9,0.9,0.25,1,0
0.4,0.94,0,0.51,0.06,0,0.71,0.05,1,0.52,0.77,1,0.18,0.82,0.06,0.32,0
0.32,0.68,0.2,0.36,0.42,0,0.83,0.15,1,0.56,0.8,0.95,0.36,1,0,0.73,0
0.34,1,0,0.77,0.11,0.25,0.56,0,1,0.17,0.99,0.69,0.52,0.83,0.34,0.45,0
0.3,0.96,0,0.64,0.1,0.23,0.5,0,0.89,0.25,1,0.65,0.76,1,0.25,0.96,0
0.32,1,0.09,0.63,0,0.21,0.3,0,0.7,0.14,1,0.43,0.87,0.79,0.47,0.9,0
0.3,1,0.04,0.67,0,0.24,0.3,0,0.66,0.11,0.95,0.41,1,0.82,0.64,0.93,0
0.76,0.54,0.73,0.95,0.27,1,0,0.6,0.08,0.15,0.53,0,0.91,0.29,1,0.72,0
0.44,1,0.08,0.78,0,0.41,0.14,0.06,0.66,0,0.99,0.3,1,0.67,0.56,0.78,0
0.23,0.86,0.09,0.42,0.16,0,0.67,0.12,1,0.5,0.99,0.92,0.43,1,0,0.7,0
0.39,0.79,0.08,0.71,0,0.24,0.4,0,0.87,0.24,1,0.69,0.62,1,0.16,0.8,0
0.14,0.81,0,0.4,0.19,0.01,0.65,0,0.99,0.3,1,0.73,0.65,1,0.24,0.81,0
0.89,1,0.38,0.83,0,0.44,0.02,0,0.61,0.02,1,0.4,1,0.88,0.45,0.98,0
0.27,0.83,0,0.42,0.09,0,0.65,0.17,0.96,0.57,1,1,0.45,0.95,0.1,0.58,0
0.51,1,0.17,0.77,0.17,0.21,0.63,0,1,0.42,0.83,0.93,0.29,0.99,0,0.52,0
0.27,1,0,0.66,0.06,0.28,0.45,0,1,0.2,1,0.57,0.76,0.92,0.21,0.9,0
0.31,0.91,0.01,0.62,0,0.2,0.37,0,0.8,0.15,1,0.52,0.86,0.91,0.44,1,0
0.08,0.87,0,0.41,0.21,0,0.7,0.16,1,0.55,0.97,1,0.45,0.97,0.09,0.63,0
0.88,0.63,0.73,1,0.25,0.98,0,0.55,0.11,0.11,0.57,0,1,0.23,0.98,0.68,0
0.26,0.89,0.07,0.73,0,0.3,0.45,0,0.97,0.21,1,0.65,0.64,1,0.09,0.88,0
0.32,0.84,0,0.55,0.18,0.01,0.76,0,1,0.52,0.71,1,0.34,0.61,0.43,0.05,0
0.35,1,0.08,0.68,0,0.31,0.24,0,0.73,0.1,1,0.43,0.98,0.8,0.55,0.94,0
0.33,0.88,0,0.51,0.05,0,0.69,0.04,1,0.5,0.85,1,0.28,0.89,0.11,0.39,0
0.26,0.98,0.14,0.82,0,0.37,0.32,0,0.91,0.14,1,0.59,0.71,1,0.25,0.99,0
0.31,0.92,0,0.52,0.18,0,0.69,0.06,1,0.53,0.72,1,0.21,1,0.04,0.49,0
0.67,1,0.19,0.9,0,0.47,0.14,0.04,0.69,0,1,0.38,0.91,0.82,0.46,0.99,0
0,0.9,0.03,0.41,0.31,0,0.76,0.16,1,0.61,0.7,1,0.25,0.87,0.14,0.38,0
0.35,0.44,0.41,0.02,0.81,0.14,1,0.6,0.81,1,0.4,0.85,0.09,0.49,0,0,0
0.27,1,0,0.69,0.01,0.26,0.33,0,0.73,0.08,1,0.41,0.91,0.77,0.52,0.75,0
0.2,0.95,0.1,0.37,0.38,0,0.78,0.11,1,0.57,0.73,1,0.33,0.96,0,0.62,0
0.67,0.97,0.19,0.74,0,0.3,0.34,0,0.79,0.32,1,0.76,0.58,1,0.1,0.73,0
0.34,1,0.02,0.61,0,0.15,0.45,0,0.88,0.25,1,0.7,0.57,0.92,0.19,0.67,0
0.56,1,0.11,0.85,0,0.39,0.28,0,0.8,0.04,1,0.47,0.83,0.9,0.32,0.92,0
0.47,0.85,0.18,0.62,0.05,0.2,0.47,0,1,0.24,0.99,0.66,0.59,0.98,0,1,0
1,0.67,0.7,1,0.24,0.88,0,0.46,0.09,0,0.57,0.02,0.92,0.34,0.91,0.75,0
0.56,1,0.17,0.71,0,0.31,0.28,0,0.8,0.16,1,0.56,0.8,0.93,0.28,0.89,0
0.06,0.78,0,0.37,0.19,0,0.76,0.03,1,0.4,0.99,0.8,0.51,1,0.07,0.73,0
0.21,0.78,0,0.49,0.26,0.15,0.58,0,0.9,0.05,1,0.52,0.76,0.89,0.44,1,0
0.2,0.75,0.32,0.25,0.66,0,1,0.08,0.98,0.59,0.68,0.9,0.32,1,0,0.78,0
0.23,0.9,0,0.47,0.16,0,0.74,0.12,1,0.57,0.76,1,0.2,0.79,0.02,0.33,0
0.36,0.73,0.12,0.51,0.25,0,0.76,0.15,1,0.62,0.63,1,0.15,0.75,0,0.25,0
0.26,0.88,0,0.49,0.09,0.05,0.61,0,1,0.3,0.94,0.73,0.52,1,0.04,0.83,0