Run
7942771

Run 7942771

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)_eta0.503679353699915
mlr.classif.xgboost(7)_gamma0.198124687285011
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight2.74665346799463
mlr.classif.xgboost(7)_subsample0.245106501248665
mlr.classif.xgboost(7)_colsample_bytree0.461993828229606
mlr.classif.xgboost(7)_colsample_bylevel0.871392538025975
mlr.classif.xgboost(7)_lambda3.31427053394341
mlr.classif.xgboost(7)_alpha4.38129892816459
mlr.classif.xgboost(7)_nrounds767
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
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9083
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34127.2747
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.127
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
0.9083
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9083
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9083
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.26
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.259
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.524
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.6596
UserCPU time millis
704.63
UserCPU time millis testing
0.67
UserCPU time millis training
703.96