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2.0 KiB
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* STree ver. 1.2.4 Python ver. 3.11x with 5 Folds cross validation and 10 random seeds. 2022-05-09 00:15:25 *
* test *
* Random seeds: [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1] Stratified: False Discretized: False *
* Execution took 0.80 seconds, 0.00 hours, on iMac27 *
* Score is accuracy *
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Dataset Sampl. Feat. Cls Nodes Leaves Depth Score Time Hyperparameters
============================== ====== ===== === ======= ======= ======= =============== ================= ===============
balance-scale 625 4 3 23.32 12.16 6.44 0.840160±0.0304 0.013745±0.0019 {'splitter': 'best', 'max_features': 'auto'}
balloons 16 4 2 3.00 2.00 2.00 0.860000±0.2850 0.000388±0.0000 {'C': 7, 'gamma': 0.1, 'kernel': 'rbf', 'max_iter': 10000, 'multiclass_strategy': 'ovr'}
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* ➶ Better than ZeroR + 10.0%.....: 1 *
* accuracy compared to STree_default (liblinear-ovr) .: 0.0422 *
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Results in results/results_accuracy_STree_iMac27_2022-05-09_00:15:25_0.json
* STree ver. 1.2.4 Python ver. 3.11x with 5 Folds cross validation and 10 random seeds. 2022-05-09 00:15:25 *
* test *
* Random seeds: [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1] Stratified: False Discretized: False *
* Execution took 0.80 seconds, 0.00 hours, on iMac27 *
* Score is accuracy *
*************************************************************************************************************************
Dataset Sampl. Feat. Cls Nodes Leaves Depth Score Time Hyperparameters
============================== ====== ===== === ======= ======= ======= =============== ================= ===============
balance-scale 625 4 3 23.32 12.16 6.44 0.840160±0.0304 0.013745±0.0019 {'splitter': 'best', 'max_features': 'auto'}
balloons 16 4 2 3.00 2.00 2.00 0.860000±0.2850 0.000388±0.0000 {'C': 7, 'gamma': 0.1, 'kernel': 'rbf', 'max_iter': 10000, 'multiclass_strategy': 'ovr'}
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* ➶ Better than ZeroR + 10.0%.....: 1 *
* accuracy compared to STree_default (liblinear-ovr) .: 0.0422 *
*************************************************************************************************************************
Results in results/results_accuracy_STree_iMac27_2022-05-09_00:15:25_0.json