Run
7941137

Run 7941137

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0512008098987691
mlr.classif.xgboost(7)_gamma0.0102991547344985
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight21.6680320274588
mlr.classif.xgboost(7)_subsample0.567893871711567
mlr.classif.xgboost(7)_colsample_bytree0.326980164833367
mlr.classif.xgboost(7)_colsample_bylevel0.843311236798763
mlr.classif.xgboost(7)_lambda0.0392918171192461
mlr.classif.xgboost(7)_alpha6.01439849327148
mlr.classif.xgboost(7)_nrounds4101
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
0.8973
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8217
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6337
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21922.2536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2662
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
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8229
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5448
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.357
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7223
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.3581
UserCPU time millis
968.81
UserCPU time millis testing
0.66
UserCPU time millis training
968.15