Run
7940854

Run 7940854

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.00166954249356552
mlr.classif.xgboost(7)_gamma65.0683309370222
mlr.classif.xgboost(7)_max_depth1
mlr.classif.xgboost(7)_min_child_weight5.51805611235065
mlr.classif.xgboost(7)_subsample0.29354397112038
mlr.classif.xgboost(7)_colsample_bytree0.897374301590026
mlr.classif.xgboost(7)_colsample_bylevel0.696434275060892
mlr.classif.xgboost(7)_lambda0.0704635674310788
mlr.classif.xgboost(7)_alpha0.393363043219532
mlr.classif.xgboost(7)_nrounds3790
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
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7576
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5026
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14967.0606
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3443
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
0.7759
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7664
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7664
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7047
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4006
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8105
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.4306
UserCPU time millis
822.97
UserCPU time millis testing
0.49
UserCPU time millis training
822.48