Run
7947814

Run 7947814

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)_eta0.0714521630782277
mlr.classif.xgboost(7)_gamma2.25488584652271
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight25.3067268048339
mlr.classif.xgboost(7)_subsample0.72380583868362
mlr.classif.xgboost(7)_colsample_bytree0.348518359288573
mlr.classif.xgboost(7)_colsample_bylevel0.338311838544905
mlr.classif.xgboost(7)_lambda0.00549088811654058
mlr.classif.xgboost(7)_alpha0.0016282332137857
mlr.classif.xgboost(7)_nrounds3304
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
0.9569
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8878
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.77
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29524.2415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1827
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
0.8877
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8879
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8879
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3739
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2862
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5791
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.786
UserCPU time millis
3929.8
UserCPU time millis testing
2.16
UserCPU time millis training
3927.64