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supervised_results.txt
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supervised_results.txt
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****************** logreg ************************
greedy
score apple_score steps
-1101 0 1001
a_star
score apple_score steps
-107.5 0.03 9.0
****************** SVM ************************
greedy
score apple_score steps
-1100.5 0.01 1001.0
a_star
score apple_score steps
-106.5 0.05 9.0
****************** kNN ************************
greedy
score apple_score steps
nb_parameter
10 150.20 7.33 116.30
20 51.78 5.91 143.72
50 -56.38 3.50 131.38
80 -129.44 2.82 170.44
100 -103.90 2.78 142.90
a_star
score apple_score steps
nb_parameter
10 99.06 6.51 126.44
20 82.60 6.09 121.90
50 -144.44 4.20 254.44
80 -202.68 3.57 281.18
100 -256.22 3.81 346.72
****************** Forest ************************
greedy
score apple_score steps
nb_parameter
10 231.04 9.32 134.96
20 249.18 9.84 142.82
50 246.22 9.72 139.78
80 261.46 10.41 159.04
100 258.26 10.02 142.74
a_star
score apple_score steps
nb_parameter
10 232.56 10.29 181.94
20 228.40 10.08 175.60
50 270.06 11.48 203.94
80 282.48 12.41 238.02
100 266.60 11.33 199.90
****************** MLP ************************
greedy
score apple_score steps
nb_parameter
10 179.78 7.70 105.22
20 201.40 8.35 116.10
50 199.94 8.29 114.56
80 270.18 10.38 148.82
100 265.80 10.17 142.70
a_star
score apple_score steps
nb_parameter
10 141.82 6.63 89.68
20 179.38 7.70 105.62
50 268.02 10.35 149.48
80 245.68 9.67 137.82
100 257.42 9.98 141.58