Run
7875322

Run 7875322

Task 146012 (Supervised Classification) electricity Uploaded 10-09-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00985492945660616
mlr.classif.xgboost(9)_max_depth14
mlr.classif.xgboost(9)_min_child_weight76.6468974032785
mlr.classif.xgboost(9)_subsample0.819870079495013
mlr.classif.xgboost(9)_colsample_bytree0.824609882431105
mlr.classif.xgboost(9)_colsample_bylevel0.922196470433846
mlr.classif.xgboost(9)_lambda425.994585327087
mlr.classif.xgboost(9)_alpha0.00371215736113881
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2505
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.9315
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6975
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25522.489
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2276
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
0.8526
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8529
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8529
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4658
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3233
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.654
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1229.0739
UserCPU time millis
7117.22
UserCPU time millis testing
63.428
UserCPU time millis training
7053.792