Run
6241283

Run 6241283

Task 146012 (Supervised Classification) electricity Uploaded 28-08-2017 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)_eta0.00680172606120396
mlr.classif.xgboost(9)_max_depth9
mlr.classif.xgboost(9)_min_child_weight8.8291977072882
mlr.classif.xgboost(9)_subsample0.369331414811313
mlr.classif.xgboost(9)_colsample_bytree0.712287550559267
mlr.classif.xgboost(9)_colsample_bylevel0.546959058148786
mlr.classif.xgboost(9)_lambda216.983519529626
mlr.classif.xgboost(9)_alpha0.00138918536562678
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds4343
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
0.9292
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8503
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6929
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25070.1053
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2328
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
0.8505
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8508
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8508
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6601
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1262.6736
UserCPU time millis
7159.492
UserCPU time millis testing
124.018
UserCPU time millis training
7035.474