Run
10398611

Run 10398611

Task 146825 (Supervised Classification) Fashion-MNIST Uploaded 14-09-2019 by Kavya Shiva Kumar
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Flow

sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)Automatically created scikit-learn flow.
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_criterion"friedman_mse"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_initnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_learning_rate0.1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_loss"deviance"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_max_depth6
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_max_featuresnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_max_leaf_nodesnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_min_impurity_decrease0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_min_impurity_splitnull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_min_samples_leaf1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_min_samples_split2
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_min_weight_fraction_leaf0.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_n_estimators9
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_n_iter_no_changenull
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_presort"auto"
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_random_state22087
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_subsample1.0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_tol0.0001
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_validation_fraction0.1
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_verbose0
sklearn.ensemble.gradient_boosting.GradientBoostingClassifier(22)_warm_startfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

0.9849 ± 0.0007
Per class
Cross-validation details (10-fold Crossvalidation)
0.8479 ± 0.0027
Per class
Cross-validation details (10-fold Crossvalidation)
0.8324 ± 0.0028
Cross-validation details (10-fold Crossvalidation)
0.6958 ± 0.0023
Cross-validation details (10-fold Crossvalidation)
0.0877 ± 0.0004
Cross-validation details (10-fold Crossvalidation)
0.18
Cross-validation details (10-fold Crossvalidation)
70000
Per class
Cross-validation details (10-fold Crossvalidation)
0.8489 ± 0.0027
Per class
Cross-validation details (10-fold Crossvalidation)
0.8491 ± 0.0025
Cross-validation details (10-fold Crossvalidation)
3.3219
Cross-validation details (10-fold Crossvalidation)
0.8491 ± 0.0025
Per class
Cross-validation details (10-fold Crossvalidation)
0.4874 ± 0.0022
Cross-validation details (10-fold Crossvalidation)
0.3
Cross-validation details (10-fold Crossvalidation)
0.1707 ± 0.0009
Cross-validation details (10-fold Crossvalidation)
0.5692 ± 0.0029
Cross-validation details (10-fold Crossvalidation)