Run
7947246

Run 7947246

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)_eta0.0353265518097365
mlr.classif.xgboost(7)_gamma11.4788761962965
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight1.78595399274942
mlr.classif.xgboost(7)_subsample0.82041354009416
mlr.classif.xgboost(7)_colsample_bytree0.621646451763809
mlr.classif.xgboost(7)_colsample_bylevel0.863294254243374
mlr.classif.xgboost(7)_lambda0.0216675939615133
mlr.classif.xgboost(7)_alpha0.00624334475462219
mlr.classif.xgboost(7)_nrounds4060
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
0.9798
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.85
Cross-validation details (10-fold Crossvalidation)
KB relative information score
33305.7688
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1424
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
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2914
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4816
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.1011
UserCPU time millis
5517.08
UserCPU time millis testing
1.88
UserCPU time millis training
5515.2