OpenML
7946191

Run 7946191

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.00226732747669824
mlr.classif.xgboost(7)_gamma14.0562169377306
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight2.92533711349502
mlr.classif.xgboost(7)_subsample0.813654435402714
mlr.classif.xgboost(7)_colsample_bytree0.47664339337498
mlr.classif.xgboost(7)_colsample_bylevel0.276805056259036
mlr.classif.xgboost(7)_lambda0.00661875093437033
mlr.classif.xgboost(7)_alpha3.2949055020831
mlr.classif.xgboost(7)_nrounds3704
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
0.8923
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8121
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6133
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18531.0846
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.308
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
0.8179
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8152
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8152
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6303
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3689
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7464
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
190.296
UserCPU time millis
1998.69
UserCPU time millis testing
2.64
UserCPU time millis training
1996.05