Run
7947917

Run 7947917

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.064690266459551
mlr.classif.xgboost(7)_gamma0.0488989457751144
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight125.108377190774
mlr.classif.xgboost(7)_subsample0.788069595885463
mlr.classif.xgboost(7)_colsample_bytree0.436105880886316
mlr.classif.xgboost(7)_colsample_bylevel0.621294969134033
mlr.classif.xgboost(7)_lambda130.930893165714
mlr.classif.xgboost(7)_alpha0.0430721788577786
mlr.classif.xgboost(7)_nrounds4563
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
0.9547
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7636
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29428.7326
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1834
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
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8848
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8848
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3753
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2893
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5853
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
209.2968
UserCPU time millis
2918.34
UserCPU time millis testing
4.74
UserCPU time millis training
2913.6