Run
7947994

Run 7947994

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.532671101969018
mlr.classif.xgboost(7)_gamma751.172243277854
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight66.079662898263
mlr.classif.xgboost(7)_subsample0.379104025755078
mlr.classif.xgboost(7)_colsample_bytree0.992372332140803
mlr.classif.xgboost(7)_colsample_bylevel0.420077453739941
mlr.classif.xgboost(7)_lambda0.0347835270744013
mlr.classif.xgboost(7)_alpha0.00403922202863684
mlr.classif.xgboost(7)_nrounds2298
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
0.795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7469
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4816
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11778.5519
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3809
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
0.7692
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7796
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4209
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8515
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.1624
UserCPU time millis
2013.45
UserCPU time millis testing
0.51
UserCPU time millis training
2012.94