Run
7947124

Run 7947124

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)_eta0.0136236208235538
mlr.classif.xgboost(7)_gamma5.06098493965112
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight2.44886429972907
mlr.classif.xgboost(7)_subsample0.897579643828794
mlr.classif.xgboost(7)_colsample_bytree0.328104605153203
mlr.classif.xgboost(7)_colsample_bylevel0.470632049255073
mlr.classif.xgboost(7)_lambda0.83200089900959
mlr.classif.xgboost(7)_alpha66.5573311363758
mlr.classif.xgboost(7)_nrounds3102
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
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20671.1315
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.282
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
0.8184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8182
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8182
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5772
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3601
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7285
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
189.0358
UserCPU time millis
1167.04
UserCPU time millis testing
0.92
UserCPU time millis training
1166.12