Run
6382593

Run 6382593

Task 146012 (Supervised Classification) electricity Uploaded 29-08-2017 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)_eta0.0710275168862888
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight19.6635024438429
mlr.classif.xgboost(9)_subsample0.412186360103078
mlr.classif.xgboost(9)_colsample_bytree0.792520874878392
mlr.classif.xgboost(9)_colsample_bylevel0.799118477851152
mlr.classif.xgboost(9)_lambda0.00484135875147275
mlr.classif.xgboost(9)_alpha0.00375561396181724
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3463
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
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35650.5053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.111
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2272
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4738
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1277.5123
UserCPU time millis
9147.193
UserCPU time millis testing
108.966
UserCPU time millis training
9038.227