Run
7941224

Run 7941224

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.550205911775492
mlr.classif.xgboost(7)_gamma0.00651503825387391
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight19.0912878581705
mlr.classif.xgboost(7)_subsample0.972888993821107
mlr.classif.xgboost(7)_colsample_bytree0.97229466214776
mlr.classif.xgboost(7)_colsample_bylevel0.771444042399526
mlr.classif.xgboost(7)_lambda0.0698416233230633
mlr.classif.xgboost(7)_alpha1.19457089498777
mlr.classif.xgboost(7)_nrounds4538
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
0.9833
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8718
Cross-validation details (10-fold Crossvalidation)
KB relative information score
38240.4905
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0791
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
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1619
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2194
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4438
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.9672
UserCPU time millis
4174.99
UserCPU time millis testing
6.75
UserCPU time millis training
4168.24