Run
7945224

Run 7945224

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0205106374184417
mlr.classif.xgboost(7)_gamma0.251344532765945
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight1.75297665794714
mlr.classif.xgboost(7)_subsample0.790482648997568
mlr.classif.xgboost(7)_colsample_bytree0.225083730556071
mlr.classif.xgboost(7)_colsample_bylevel0.637957495264709
mlr.classif.xgboost(7)_lambda0.0885091376641074
mlr.classif.xgboost(7)_alpha71.786711195576
mlr.classif.xgboost(7)_nrounds4072
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
0.9006
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8216
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6333
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21463.0812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2729
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
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8229
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8229
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5586
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3555
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7193
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
198.516
UserCPU time millis
1075.36
UserCPU time millis testing
0.79
UserCPU time millis training
1074.57