Run
7944315

Run 7944315

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.00483906048449506
mlr.classif.xgboost(7)_gamma659.761638238925
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight3.46203704323935
mlr.classif.xgboost(7)_subsample0.985557365394197
mlr.classif.xgboost(7)_colsample_bytree0.270987844653428
mlr.classif.xgboost(7)_colsample_bylevel0.341314800642431
mlr.classif.xgboost(7)_lambda242.638208960393
mlr.classif.xgboost(7)_alpha0.0903782016309863
mlr.classif.xgboost(7)_nrounds315
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
0.8051
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4676
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4320.2405
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4545
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
0.772
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9302
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.461
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9327
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
199.6101
UserCPU time millis
97.56
UserCPU time millis testing
0.29
UserCPU time millis training
97.27