Run
7947928

Run 7947928

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)_eta0.235698744626433
mlr.classif.xgboost(7)_gamma0.00243257344334021
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight1.14981658384317
mlr.classif.xgboost(7)_subsample0.101581701170653
mlr.classif.xgboost(7)_colsample_bytree0.943202787823975
mlr.classif.xgboost(7)_colsample_bylevel0.649059235304594
mlr.classif.xgboost(7)_lambda0.00380787659758373
mlr.classif.xgboost(7)_alpha0.0339460980036669
mlr.classif.xgboost(7)_nrounds633
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
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7208
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28306.6075
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1931
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
0.8637
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.864
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.864
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3951
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3103
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6277
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
176.1501
UserCPU time millis
204.8
UserCPU time millis testing
0.3
UserCPU time millis training
204.5