OpenML
7940014

Run 7940014

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)_eta0.0251448343821924
mlr.classif.xgboost(7)_gamma0.179260747731971
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight32.7390094707074
mlr.classif.xgboost(7)_subsample0.475672803912312
mlr.classif.xgboost(7)_colsample_bytree0.806296413578093
mlr.classif.xgboost(7)_colsample_bylevel0.439453853480518
mlr.classif.xgboost(7)_lambda1.57185331146374
mlr.classif.xgboost(7)_alpha2.91806461547145
mlr.classif.xgboost(7)_nrounds1005
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
0.9333
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7045
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25632.7266
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2263
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
0.856
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8563
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8563
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4631
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3212
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6498
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.4273
UserCPU time millis
436.09
UserCPU time millis testing
0.69
UserCPU time millis training
435.4