Run
6383120

Run 6383120

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)_eta0.212103760400903
mlr.classif.xgboost(9)_max_depth10
mlr.classif.xgboost(9)_min_child_weight18.2050333124121
mlr.classif.xgboost(9)_subsample0.115889551211149
mlr.classif.xgboost(9)_colsample_bytree0.801976466551423
mlr.classif.xgboost(9)_colsample_bylevel0.232113145524636
mlr.classif.xgboost(9)_lambda0.00502326552314143
mlr.classif.xgboost(9)_alpha49.0964780591554
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds2665
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
0.8953
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8176
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.625
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21403.806
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.273
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
0.8189
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8191
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8191
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5587
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7264
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1236.8323
UserCPU time millis
1317.526
UserCPU time millis testing
17.494
UserCPU time millis training
1300.032