Run
7941204

Run 7941204

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)_eta0.231583945631161
mlr.classif.xgboost(7)_gamma24.4694078318664
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight37.8335879783109
mlr.classif.xgboost(7)_subsample0.38040143980179
mlr.classif.xgboost(7)_colsample_bytree0.611936991289258
mlr.classif.xgboost(7)_colsample_bylevel0.209487406350672
mlr.classif.xgboost(7)_lambda137.133926916389
mlr.classif.xgboost(7)_alpha0.00147794994511367
mlr.classif.xgboost(7)_nrounds4768
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
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8208
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6317
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22045.7341
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2656
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
0.8214
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8218
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8218
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5436
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3546
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7174
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.4798
UserCPU time millis
1815.39
UserCPU time millis testing
0.52
UserCPU time millis training
1814.87