Run
7947669

Run 7947669

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)_eta0.0253390872009155
mlr.classif.xgboost(7)_gamma3.13693955915358
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight1.87638991555472
mlr.classif.xgboost(7)_subsample0.113457881682552
mlr.classif.xgboost(7)_colsample_bytree0.821494394727051
mlr.classif.xgboost(7)_colsample_bylevel0.908950674533844
mlr.classif.xgboost(7)_lambda6.48330028070318
mlr.classif.xgboost(7)_alpha40.5322057968222
mlr.classif.xgboost(7)_nrounds732
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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8123
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19876.3176
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2919
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
0.8142
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.814
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.814
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3654
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7393
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.6759
UserCPU time millis
564.2
UserCPU time millis testing
0.38
UserCPU time millis training
563.82