OpenML
7946138

Run 7946138

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.00552382472815616
mlr.classif.xgboost(7)_gamma0.0847648921069798
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight61.801062395053
mlr.classif.xgboost(7)_subsample0.982475230214186
mlr.classif.xgboost(7)_colsample_bytree0.301435908302665
mlr.classif.xgboost(7)_colsample_bylevel0.764754665084183
mlr.classif.xgboost(7)_lambda139.008615982576
mlr.classif.xgboost(7)_alpha0.0307920090364706
mlr.classif.xgboost(7)_nrounds2329
mlr.classif.xgboost(7)_verbose0
mlr.classif.xgboost(7)_openml.seed1
mlr.classif.xgboost(7)_openml.kindMersenne-Twister
mlr.classif.xgboost(7)_openml.normal.kindInversion

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.

21 Evaluation measures

Area under ROC curve
0.9179
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6741
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22574.8982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2626
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8418
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8421
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8421
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5375
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3407
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6892
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
193.3873
UserCPU time millis
1890.19
UserCPU time millis testing
2.25
UserCPU time millis training
1887.94