Run
7947221

Run 7947221

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)_eta0.0224586833275343
mlr.classif.xgboost(7)_gamma0.218962819210083
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight5.96584979719283
mlr.classif.xgboost(7)_subsample0.275245732511394
mlr.classif.xgboost(7)_colsample_bytree0.94447807315737
mlr.classif.xgboost(7)_colsample_bylevel0.420063271932304
mlr.classif.xgboost(7)_lambda3.12748006554928
mlr.classif.xgboost(7)_alpha1.62255261948283
mlr.classif.xgboost(7)_nrounds1642
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
0.9687
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8067
Cross-validation details (10-fold Crossvalidation)
KB relative information score
31855.4909
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1566
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
0.9056
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2627
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5315
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.4638
UserCPU time millis
1942.37
UserCPU time millis testing
3.85
UserCPU time millis training
1938.52