Run
7945267

Run 7945267

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.189953163514109
mlr.classif.xgboost(7)_gamma568.104267715238
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight16.8260086984805
mlr.classif.xgboost(7)_subsample0.68046829609666
mlr.classif.xgboost(7)_colsample_bytree0.399724969267845
mlr.classif.xgboost(7)_colsample_bylevel0.987134524062276
mlr.classif.xgboost(7)_lambda1.81327219865205
mlr.classif.xgboost(7)_alpha81.750357773984
mlr.classif.xgboost(7)_nrounds3036
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
0.8546
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5013
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14145.1136
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3552
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
0.7762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.766
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.766
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.727
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4012
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8118
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
185.3577
UserCPU time millis
2066.94
UserCPU time millis testing
0.62
UserCPU time millis training
2066.32