Run
7942748

Run 7942748

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00142037781604763
mlr.classif.xgboost(7)_gamma0.0159352308641045
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight7.50664433587114
mlr.classif.xgboost(7)_subsample0.289566738787107
mlr.classif.xgboost(7)_colsample_bytree0.360287626087666
mlr.classif.xgboost(7)_colsample_bylevel0.607677868381143
mlr.classif.xgboost(7)_lambda0.00173183994086042
mlr.classif.xgboost(7)_alpha468.508286174874
mlr.classif.xgboost(7)_nrounds4254
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
0.8169
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7551
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4974
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8840.1569
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4126
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
0.7729
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7639
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7639
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8445
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4321
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8742
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.0091
UserCPU time millis
1083.44
UserCPU time millis testing
0.9
UserCPU time millis training
1082.54