Run
7942715

Run 7942715

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0342859732359709
mlr.classif.xgboost(7)_gamma0.0905033553305751
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight6.87131127867119
mlr.classif.xgboost(7)_subsample0.507062896341085
mlr.classif.xgboost(7)_colsample_bytree0.587020377255976
mlr.classif.xgboost(7)_colsample_bylevel0.363696870207787
mlr.classif.xgboost(7)_lambda0.0235461156335947
mlr.classif.xgboost(7)_alpha50.0240516499792
mlr.classif.xgboost(7)_nrounds760
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
0.9054
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8259
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6423
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22042.3963
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2667
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
0.8266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.827
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.827
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5458
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7103
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.5943
UserCPU time millis
424.94
UserCPU time millis testing
0.41
UserCPU time millis training
424.53