Run
7947668

Run 7947668

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)_eta0.0901487146909571
mlr.classif.xgboost(7)_gamma6.93938044909673
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight9.47575510676994
mlr.classif.xgboost(7)_subsample0.360341351758689
mlr.classif.xgboost(7)_colsample_bytree0.959632081538439
mlr.classif.xgboost(7)_colsample_bylevel0.476626457646489
mlr.classif.xgboost(7)_lambda2.01941821706662
mlr.classif.xgboost(7)_alpha0.01614357886927
mlr.classif.xgboost(7)_nrounds4949
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
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8845
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7632
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29204.6722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1861
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
0.8844
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8846
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8846
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.381
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5838
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.7791
UserCPU time millis
1740.57
UserCPU time millis testing
1.27
UserCPU time millis training
1739.3