Run
7947642

Run 7947642

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.0112044943406296
mlr.classif.xgboost(7)_gamma0.0211344667826007
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight3.3848740681398
mlr.classif.xgboost(7)_subsample0.481594882323407
mlr.classif.xgboost(7)_colsample_bytree0.844441588968039
mlr.classif.xgboost(7)_colsample_bylevel0.848347858339548
mlr.classif.xgboost(7)_lambda16.8900199480155
mlr.classif.xgboost(7)_alpha460.503541477016
mlr.classif.xgboost(7)_nrounds1751
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
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.77
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14512.0642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.352
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
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3996
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8085
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.477
UserCPU time millis
721.53
UserCPU time millis testing
0.59
UserCPU time millis training
720.94