Run
7946337

Run 7946337

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)_eta0.192569288390856
mlr.classif.xgboost(7)_gamma0.223490942778428
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight105.405937080221
mlr.classif.xgboost(7)_subsample0.932475532847457
mlr.classif.xgboost(7)_colsample_bytree0.540579757839441
mlr.classif.xgboost(7)_colsample_bylevel0.558577439002693
mlr.classif.xgboost(7)_lambda0.00469241595763842
mlr.classif.xgboost(7)_alpha8.37213354358566
mlr.classif.xgboost(7)_nrounds2032
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
0.9649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.901
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31393.0627
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1613
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
0.9009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.901
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.901
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.33
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.27
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5463
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.0224
UserCPU time millis
1521.87
UserCPU time millis testing
1.26
UserCPU time millis training
1520.61