Run
7941195

Run 7941195

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)_eta0.00116440921459011
mlr.classif.xgboost(7)_gamma662.754891362141
mlr.classif.xgboost(7)_max_depth15
mlr.classif.xgboost(7)_min_child_weight1.0978742959788
mlr.classif.xgboost(7)_subsample0.820964054064825
mlr.classif.xgboost(7)_colsample_bytree0.3913240512833
mlr.classif.xgboost(7)_colsample_bylevel0.996668585203588
mlr.classif.xgboost(7)_lambda0.089378935542757
mlr.classif.xgboost(7)_alpha0.433473097977052
mlr.classif.xgboost(7)_nrounds1667
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
0.8452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9857.205
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4016
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
0.7739
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.764
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8219
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4243
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8585
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.023
UserCPU time millis
2618.27
UserCPU time millis testing
0.53
UserCPU time millis training
2617.74