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1.8 KiB
1.8 KiB
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* STree ver. 1.2.4 Python ver. 3.11x with 5 Folds cross validation and 10 random seeds. 2022-05-08 19:38:28 *
* Test with only one dataset *
* Random seeds: [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1] Stratified: False Discretized: False *
* Execution took 0.06 seconds, 0.00 hours, on iMac27 *
* Score is accuracy *
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Dataset Sampl. Feat. Cls Nodes Leaves Depth Score Time Hyperparameters
============================== ====== ===== === ======= ======= ======= =============== ================= ===============
balloons 16 4 2 4.64 2.82 2.66 0.663333±0.3009➶ 0.000671±0.0001 {}
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* ➶ Better than ZeroR + 10.0%.....: 1 *
* accuracy compared to STree_default (liblinear-ovr) .: 0.0165 *
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Partial result file removed: results/results_accuracy_STree_iMac27_2022-05-08_19:38:28_0.json
* STree ver. 1.2.4 Python ver. 3.11x with 5 Folds cross validation and 10 random seeds. 2022-05-08 19:38:28 *
* Test with only one dataset *
* Random seeds: [57, 31, 1714, 17, 23, 79, 83, 97, 7, 1] Stratified: False Discretized: False *
* Execution took 0.06 seconds, 0.00 hours, on iMac27 *
* Score is accuracy *
*************************************************************************************************************************
Dataset Sampl. Feat. Cls Nodes Leaves Depth Score Time Hyperparameters
============================== ====== ===== === ======= ======= ======= =============== ================= ===============
balloons 16 4 2 4.64 2.82 2.66 0.663333±0.3009➶ 0.000671±0.0001 {}
*************************************************************************************************************************
* ➶ Better than ZeroR + 10.0%.....: 1 *
* accuracy compared to STree_default (liblinear-ovr) .: 0.0165 *
*************************************************************************************************************************
Partial result file removed: results/results_accuracy_STree_iMac27_2022-05-08_19:38:28_0.json