Run
7944500

Run 7944500

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.256912136076973
mlr.classif.xgboost(7)_gamma0.0248073076827958
mlr.classif.xgboost(7)_max_depth5
mlr.classif.xgboost(7)_min_child_weight2.21362163817654
mlr.classif.xgboost(7)_subsample0.165963715291582
mlr.classif.xgboost(7)_colsample_bytree0.303220683336258
mlr.classif.xgboost(7)_colsample_bylevel0.510959234274924
mlr.classif.xgboost(7)_lambda5.67002457116765
mlr.classif.xgboost(7)_alpha0.0233081908575631
mlr.classif.xgboost(7)_nrounds4159
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
0.9682
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8098
Cross-validation details (10-fold Crossvalidation)
KB relative information score
34102.815
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.127
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
0.9071
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9071
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9071
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2599
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2607
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5274
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
186.0707
UserCPU time millis
1644.08
UserCPU time millis testing
2.76
UserCPU time millis training
1641.32