Run
7942714

Run 7942714

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)_eta0.000987554560104648
mlr.classif.xgboost(7)_gamma0.00192240694984289
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight22.0619521120595
mlr.classif.xgboost(7)_subsample0.791802166542038
mlr.classif.xgboost(7)_colsample_bytree0.695912440121174
mlr.classif.xgboost(7)_colsample_bylevel0.775705279782414
mlr.classif.xgboost(7)_lambda0.0140967792986421
mlr.classif.xgboost(7)_alpha0.034015246193336
mlr.classif.xgboost(7)_nrounds2197
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
0.9388
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8611
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7148
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21861.1999
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2758
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
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8616
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8616
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5645
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3306
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6689
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.859
UserCPU time millis
3217.79
UserCPU time millis testing
8.62
UserCPU time millis training
3209.17