Run
7940804

Run 7940804

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00116773759981654
mlr.classif.xgboost(7)_gamma0.0193045165312624
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight7.91319414515625
mlr.classif.xgboost(7)_subsample0.577122116391547
mlr.classif.xgboost(7)_colsample_bytree0.886306199245155
mlr.classif.xgboost(7)_colsample_bylevel0.889386610873043
mlr.classif.xgboost(7)_lambda0.492136537520287
mlr.classif.xgboost(7)_alpha646.20573170035
mlr.classif.xgboost(7)_nrounds3192
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
0.8367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7637
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5141
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12315.3956
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3765
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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7702
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7702
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7705
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4123
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8341
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.9407
UserCPU time millis
1968.09
UserCPU time millis testing
1.74
UserCPU time millis training
1966.35