Run
6361125

Run 6361125

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)_eta0.0752184187766256
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight1.5946769289709
mlr.classif.xgboost(9)_subsample0.279635583725758
mlr.classif.xgboost(9)_colsample_bytree0.777887444710359
mlr.classif.xgboost(9)_colsample_bylevel0.75049092900008
mlr.classif.xgboost(9)_lambda0.353432740601662
mlr.classif.xgboost(9)_alpha0.315204417065501
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3227
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
0.9821
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8663
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37772.9877
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0846
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
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9347
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9347
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4537
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1276.3014
UserCPU time millis
8142.355
UserCPU time millis testing
121.935
UserCPU time millis training
8020.42