Run
10438132

Run 10438132

Task 31 (Supervised Classification) credit-g Uploaded 02-04-2020 by Antonio Barata
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  • openml-python Sklearn_0.22.2.post1.
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Flow

xgboost.sklearn.XGBClassifier(10)Implementation of the scikit-learn API for XGBoost classification.
xgboost.sklearn.XGBClassifier(10)_base_scorenull
xgboost.sklearn.XGBClassifier(10)_boosternull
xgboost.sklearn.XGBClassifier(10)_colsample_bylevelnull
xgboost.sklearn.XGBClassifier(10)_colsample_bynodenull
xgboost.sklearn.XGBClassifier(10)_colsample_bytreenull
xgboost.sklearn.XGBClassifier(10)_gammanull
xgboost.sklearn.XGBClassifier(10)_gpu_idnull
xgboost.sklearn.XGBClassifier(10)_importance_type"gain"
xgboost.sklearn.XGBClassifier(10)_interaction_constraintsnull
xgboost.sklearn.XGBClassifier(10)_learning_ratenull
xgboost.sklearn.XGBClassifier(10)_max_delta_stepnull
xgboost.sklearn.XGBClassifier(10)_max_depthnull
xgboost.sklearn.XGBClassifier(10)_min_child_weightnull
xgboost.sklearn.XGBClassifier(10)_missingNaN
xgboost.sklearn.XGBClassifier(10)_monotone_constraintsnull
xgboost.sklearn.XGBClassifier(10)_n_estimators100
xgboost.sklearn.XGBClassifier(10)_n_jobsnull
xgboost.sklearn.XGBClassifier(10)_num_parallel_treenull
xgboost.sklearn.XGBClassifier(10)_objective"binary:logistic"
xgboost.sklearn.XGBClassifier(10)_random_state28730
xgboost.sklearn.XGBClassifier(10)_reg_alphanull
xgboost.sklearn.XGBClassifier(10)_reg_lambdanull
xgboost.sklearn.XGBClassifier(10)_scale_pos_weightnull
xgboost.sklearn.XGBClassifier(10)_subsamplenull
xgboost.sklearn.XGBClassifier(10)_tree_methodnull
xgboost.sklearn.XGBClassifier(10)_validate_parametersfalse
xgboost.sklearn.XGBClassifier(10)_verbositynull

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.

18 Evaluation measures

0.7559 ± 0.0592
Per class
Cross-validation details (10-fold Crossvalidation)
0.748 ± 0.0419
Per class
Cross-validation details (10-fold Crossvalidation)
0.3887 ± 0.1072
Cross-validation details (10-fold Crossvalidation)
0.3042 ± 0.0721
Cross-validation details (10-fold Crossvalidation)
0.2779 ± 0.0266
Cross-validation details (10-fold Crossvalidation)
0.4202
Cross-validation details (10-fold Crossvalidation)
0.754 ± 0.0378
Cross-validation details (10-fold Crossvalidation)
1000
Per class
Cross-validation details (10-fold Crossvalidation)
0.7452 ± 0.0439
Per class
Cross-validation details (10-fold Crossvalidation)
0.754 ± 0.0378
Cross-validation details (10-fold Crossvalidation)
0.8813
Cross-validation details (10-fold Crossvalidation)
0.6614 ± 0.0633
Cross-validation details (10-fold Crossvalidation)
0.4583
Cross-validation details (10-fold Crossvalidation)
0.4382 ± 0.033
Cross-validation details (10-fold Crossvalidation)
0.9563 ± 0.0721
Cross-validation details (10-fold Crossvalidation)
0.6862 ± 0.0568
Cross-validation details (10-fold Crossvalidation)