Run
6384765

Run 6384765

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.217730280933138
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight2.44241785630949
mlr.classif.xgboost(9)_subsample0.266204112162814
mlr.classif.xgboost(9)_colsample_bytree0.237399459350854
mlr.classif.xgboost(9)_colsample_bylevel0.843446494545788
mlr.classif.xgboost(9)_lambda113.714675682163
mlr.classif.xgboost(9)_alpha0.0459791695352231
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds923
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9491
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7483
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28141.166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1982
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
0.8772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8774
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8774
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4056
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2993
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6055
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1229.337
UserCPU time millis
1126.97
UserCPU time millis testing
21.066
UserCPU time millis training
1105.904