Run
7945667

Run 7945667

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.00155488829101717
mlr.classif.xgboost(7)_gamma1.63740589759763
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight5.36554335421951
mlr.classif.xgboost(7)_subsample0.548149915528484
mlr.classif.xgboost(7)_colsample_bytree0.692685602977872
mlr.classif.xgboost(7)_colsample_bylevel0.295600434578955
mlr.classif.xgboost(7)_lambda0.782966368002452
mlr.classif.xgboost(7)_alpha109.503850419144
mlr.classif.xgboost(7)_nrounds4141
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
0.8755
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7863
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5604
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16678.9209
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3281
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
0.7973
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7917
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7917
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6715
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3831
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7751
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.3016
UserCPU time millis
1919.86
UserCPU time millis testing
2.21
UserCPU time millis training
1917.65