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49 lines
1.3 KiB
Plaintext
49 lines
1.3 KiB
Plaintext
1;1;" Report ODTE ver. 0.3.2 with 5 Folds cross validation and 10 random seeds. 2022-04-20 10:52:20"
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2;1;" Gridsearched hyperparams v022.1b random_init"
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3;1;" Score is accuracy"
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3;2;" Execution time"
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3;5;"22,591.47 s"
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3;7;" "
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3;8;"Platform"
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3;9;"Galgo"
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3;10;"Random seeds: [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1]"
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4;5;" 6.28 h"
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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;"Score Std."
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6;10;"Time"
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6;11;"Time Std."
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6;12;"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;"7.361199999999999"
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7;6;"4.180599999999999"
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7;7;"3.536"
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7;8;"0.96352"
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7;9;"0.02494974148162661"
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7;10;"0.3166321754455567"
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7;11;"0.1991881389525559"
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7;12;"{'base_estimator__C': 57, 'base_estimator__gamma': 0.1, 'base_estimator__kernel': 'rbf', 'base_estimator__multiclass_strategy': 'ovr', 'n_estimators': 100, 'n_jobs': -1}"
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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;"2.9952"
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8;6;"1.9976"
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8;7;"1.9976"
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8;8;"0.785"
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8;9;"0.2461311755051675"
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8;10;"0.1156062078475952"
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8;11;"0.0127842418285999"
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8;12;"{'base_estimator__C': 5, 'base_estimator__gamma': 0.14, 'base_estimator__kernel': 'rbf', 'base_estimator__multiclass_strategy': 'ovr', 'n_estimators': 100, 'n_jobs': -1}"
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10;1;"** accuracy compared to STree_default (liblinear-ovr) .: 0.0434"
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