Run
7941750

Run 7941750

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.00265353968445916
mlr.classif.xgboost(7)_gamma0.575190990694938
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight10.2467821219092
mlr.classif.xgboost(7)_subsample0.495319611742161
mlr.classif.xgboost(7)_colsample_bytree0.634951116889715
mlr.classif.xgboost(7)_colsample_bylevel0.211213667504489
mlr.classif.xgboost(7)_lambda0.860405242474258
mlr.classif.xgboost(7)_alpha0.00733314140441227
mlr.classif.xgboost(7)_nrounds4826
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
0.912
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8311
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6527
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21736.1289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2715
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
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8327
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8327
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5556
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3476
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7032
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.4136
UserCPU time millis
2658.3
UserCPU time millis testing
6.29
UserCPU time millis training
2652.01