Run
7947686

Run 7947686

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)_eta0.0994252260970599
mlr.classif.xgboost(7)_gamma163.630623627067
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight7.01067123702037
mlr.classif.xgboost(7)_subsample0.4967230996117
mlr.classif.xgboost(7)_colsample_bytree0.979909121245146
mlr.classif.xgboost(7)_colsample_bylevel0.39691874012351
mlr.classif.xgboost(7)_lambda0.00271020732420629
mlr.classif.xgboost(7)_alpha775.654927608079
mlr.classif.xgboost(7)_nrounds3951
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
0.8082
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.75
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4867
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8512.6177
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.416
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
0.7657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7585
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7585
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8514
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4354
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.881
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.0845
UserCPU time millis
2252.78
UserCPU time millis testing
0.5
UserCPU time millis training
2252.28