Run
7947802

Run 7947802

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)_eta0.0410189652536343
mlr.classif.xgboost(7)_gamma190.185996160891
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight3.82048366302327
mlr.classif.xgboost(7)_subsample0.172765137278475
mlr.classif.xgboost(7)_colsample_bytree0.761663489788771
mlr.classif.xgboost(7)_colsample_bylevel0.298485168628395
mlr.classif.xgboost(7)_lambda0.00136489491547018
mlr.classif.xgboost(7)_alpha0.16474349330038
mlr.classif.xgboost(7)_nrounds3669
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
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7581
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5036
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13671.7634
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3612
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
0.7767
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7392
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.403
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8154
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.4926
UserCPU time millis
2358.01
UserCPU time millis testing
0.58
UserCPU time millis training
2357.43