Run
7944512

Run 7944512

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0140525458482588
mlr.classif.xgboost(7)_gamma167.974225469547
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight5.76623571293325
mlr.classif.xgboost(7)_subsample0.396439413144253
mlr.classif.xgboost(7)_colsample_bytree0.412476682476699
mlr.classif.xgboost(7)_colsample_bylevel0.871575263515115
mlr.classif.xgboost(7)_lambda0.0561511058866012
mlr.classif.xgboost(7)_alpha0.0270468619795497
mlr.classif.xgboost(7)_nrounds3983
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
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7804
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5484
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17068.1819
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3226
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
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7861
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7861
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6603
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3828
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7745
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
195.4362
UserCPU time millis
1995.43
UserCPU time millis testing
0.5
UserCPU time millis training
1994.93