Run
7947870

Run 7947870

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)_eta0.338439548023001
mlr.classif.xgboost(7)_gamma0.175172432149885
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight4.89418756414315
mlr.classif.xgboost(7)_subsample0.978702238039114
mlr.classif.xgboost(7)_colsample_bytree0.737577313743532
mlr.classif.xgboost(7)_colsample_bylevel0.806158816628158
mlr.classif.xgboost(7)_lambda0.0207360820271608
mlr.classif.xgboost(7)_alpha233.581113146371
mlr.classif.xgboost(7)_nrounds3782
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
0.9013
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8214
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6329
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21391.3466
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2746
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
0.8225
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8227
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8227
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5619
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3553
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7189
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
159.1961
UserCPU time millis
1621.43
UserCPU time millis testing
0.77
UserCPU time millis training
1620.66