Run
7903581

Run 7903581

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 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)_eta0.0026235690889739
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight2.48175061015511
mlr.classif.xgboost(9)_subsample0.799653025227599
mlr.classif.xgboost(9)_colsample_bytree0.771088402019814
mlr.classif.xgboost(9)_colsample_bylevel0.392059750389308
mlr.classif.xgboost(9)_lambda0.018301395271144
mlr.classif.xgboost(9)_alpha19.3207432624614
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds1965
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
0.9158
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8365
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.664
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22149.6956
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2675
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
0.8373
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8375
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8375
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5475
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3436
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6951
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1247.2391
UserCPU time millis
3276.915
UserCPU time millis testing
54.071
UserCPU time millis training
3222.844