Run
7945240

Run 7945240

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)_eta0.481183691573415
mlr.classif.xgboost(7)_gamma0.0518530355467837
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight7.71726022579195
mlr.classif.xgboost(7)_subsample0.730550785292871
mlr.classif.xgboost(7)_colsample_bytree0.434407302550972
mlr.classif.xgboost(7)_colsample_bylevel0.302713392302394
mlr.classif.xgboost(7)_lambda0.0358967642755497
mlr.classif.xgboost(7)_alpha0.00710966881753428
mlr.classif.xgboost(7)_nrounds3498
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
0.9732
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8317
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36071.4912
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1031
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
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9178
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9178
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.25
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5057
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.946
UserCPU time millis
1778.55
UserCPU time millis testing
2.75
UserCPU time millis training
1775.8