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52 lines
1.1 KiB
Plaintext
52 lines
1.1 KiB
Plaintext
1;1;" STree ver. 1.2.3 Python ver. 3.11x with 5 Folds cross validation and 10 random seeds. 2021-09-30 11:42:07"
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2;1;" With gridsearched hyperparameters"
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3;1;" Score is accuracy"
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3;2;" Execution time"
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3;5;" 624.25 s"
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3;8;"Platform"
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3;9;"iMac27"
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3;10;"Random seeds: [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]"
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4;10;"Stratified: False"
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6;1;"Dataset"
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6;2;"Samples"
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6;3;"Features"
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6;4;"Classes"
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6;5;"Nodes"
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6;6;"Leaves"
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6;7;"Depth"
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6;8;"Score"
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6;9;"Stat"
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6;10;"Score Std."
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6;11;"Time"
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6;12;"Time Std."
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6;13;"Hyperparameters"
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7;1;"balance-scale"
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7;2;625
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7;3;4
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7;4;3
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7;5;7
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7;6;4
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7;7;3
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7;8;0.97056
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7;9;" "
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7;10;0.0150468069702512
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7;11;0.01404867172241211
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7;12;0.002026269126958884
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7;13;"{'C': 10000, 'gamma': 0.1, 'kernel': 'rbf', 'max_iter': 10000, 'multiclass_strategy': 'ovr'}"
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8;1;"balloons"
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8;2;16
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8;3;4
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8;4;2
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8;5;3
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8;6;2
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8;7;2
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8;8;0.86
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8;9;"✔"
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8;10;0.2850146195080759
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8;11;0.0008541679382324218
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8;12;3.629469326417878e-05
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8;13;"{'C': 7, 'gamma': 0.1, 'kernel': 'rbf', 'max_iter': 10000, 'multiclass_strategy': 'ovr'}"
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11;2;"✔"
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11;3;1
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11;4;"Equal to best"
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13;1;"** accuracy compared to STree_default (liblinear-ovr) .: 0.0454" |