Run
7941136

Run 7941136

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0394058551827795
mlr.classif.xgboost(7)_gamma64.2840728888223
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight19.0403669346985
mlr.classif.xgboost(7)_subsample0.548716546432115
mlr.classif.xgboost(7)_colsample_bytree0.58658165242523
mlr.classif.xgboost(7)_colsample_bylevel0.451644208654761
mlr.classif.xgboost(7)_lambda644.76774606065
mlr.classif.xgboost(7)_alpha28.7353864323796
mlr.classif.xgboost(7)_nrounds3491
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
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5835
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18413.6039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3079
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
0.8026
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8008
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8008
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3755
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7596
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
177.8935
UserCPU time millis
2861.49
UserCPU time millis testing
0.49
UserCPU time millis training
2861