Run
7941253

Run 7941253

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.399404971323148
mlr.classif.xgboost(7)_gamma0.0018996391339677
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight46.5474799442274
mlr.classif.xgboost(7)_subsample0.227539883344434
mlr.classif.xgboost(7)_colsample_bytree0.430219437368214
mlr.classif.xgboost(7)_colsample_bylevel0.246391624957323
mlr.classif.xgboost(7)_lambda0.0066453287937014
mlr.classif.xgboost(7)_alpha8.2201739315358
mlr.classif.xgboost(7)_nrounds2
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
0.7043
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2362
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2788.2827
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.465
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
0.6565
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6506
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.6506
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9517
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.956
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.1954
UserCPU time millis
6.14
UserCPU time millis testing
0.36
UserCPU time millis training
5.78