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55 lines
1.1 KiB
Plaintext
55 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. 2021-10-27 09:40:40"
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2;1;" default A"
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3;1;" Score is accuracy"
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3;2;" Execution time"
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3;5;"3,395.01 s"
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3;7;"Platform"
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3;9;"iMac27"
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3;11;"Random seeds: [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]"
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4;5;" 0.94 h"
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4;11;"Stratified: False"
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4;13;"Discretized: 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;"11.08"
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7;6;"5.9"
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7;7;"5.9"
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7;8;"0.98"
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7;9;" "
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7;10;"0.001"
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7;11;"0.2852065515518188"
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7;12;"0.06031593282605064"
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7;13;"{'splitter': 'best', 'max_features': 'auto'}"
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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;"4.12"
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8;6;"2.56"
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8;7;"2.56"
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8;8;"0.695"
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8;9;"➶"
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8;10;"0.2756860130252853"
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8;11;"0.02120100021362305"
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8;12;"0.003526023309468471"
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8;13;"{'splitter': 'best', 'max_features': 'auto'}"
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11;2;"➶"
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11;3;"1"
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11;4;"Better than ZeroR + 10.0%"
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13;1;"** accuracy compared to STree_default (liblinear-ovr) .: 0.0416"
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