Run
7945271

Run 7945271

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.61884714747542
mlr.classif.xgboost(7)_gamma75.1476378581513
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight1.61177919069897
mlr.classif.xgboost(7)_subsample0.787569397641346
mlr.classif.xgboost(7)_colsample_bytree0.48441515751183
mlr.classif.xgboost(7)_colsample_bylevel0.648127763345838
mlr.classif.xgboost(7)_lambda3.82589853814411
mlr.classif.xgboost(7)_alpha0.143240111700696
mlr.classif.xgboost(7)_nrounds3906
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
0.9306
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8519
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6963
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25718.1455
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2245
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
0.852
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4594
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3237
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6548
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.4836
UserCPU time millis
3464.88
UserCPU time millis testing
0.84
UserCPU time millis training
3464.04