Run
7942783

Run 7942783

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)_eta0.142904581092254
mlr.classif.xgboost(7)_gamma4.40748328362537
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight8.7708435826158
mlr.classif.xgboost(7)_subsample0.674402617872693
mlr.classif.xgboost(7)_colsample_bytree0.222852861508727
mlr.classif.xgboost(7)_colsample_bylevel0.694772390089929
mlr.classif.xgboost(7)_lambda0.041522039263142
mlr.classif.xgboost(7)_alpha0.176622572675561
mlr.classif.xgboost(7)_nrounds1733
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
0.9739
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8278
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32837.4175
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1458
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
0.9159
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.916
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.916
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2983
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2511
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5079
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.5455
UserCPU time millis
893.85
UserCPU time millis testing
0.71
UserCPU time millis training
893.14