Run
7947828

Run 7947828

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)_eta0.0132031455109495
mlr.classif.xgboost(7)_gamma992.657664713283
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight2.16154427965947
mlr.classif.xgboost(7)_subsample0.492000980325975
mlr.classif.xgboost(7)_colsample_bytree0.545216844603419
mlr.classif.xgboost(7)_colsample_bylevel0.877530806697905
mlr.classif.xgboost(7)_lambda0.00174290156348549
mlr.classif.xgboost(7)_alpha916.678979785258
mlr.classif.xgboost(7)_nrounds2465
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
0.7486
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4837
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2909.6218
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4673
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
0.7649
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9563
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4706
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9522
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.3058
UserCPU time millis
1075.66
UserCPU time millis testing
0.38
UserCPU time millis training
1075.28