Run
6221050

Run 6221050

Task 146012 (Supervised Classification) electricity Uploaded 27-08-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(9)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(9)_eta0.00254250724616866
mlr.classif.xgboost(9)_max_depth13
mlr.classif.xgboost(9)_min_child_weight30.4366886797501
mlr.classif.xgboost(9)_subsample0.436228647385724
mlr.classif.xgboost(9)_colsample_bytree0.747638687724248
mlr.classif.xgboost(9)_colsample_bylevel0.301790113095194
mlr.classif.xgboost(9)_lambda0.0173611978023512
mlr.classif.xgboost(9)_alpha395.131598798378
mlr.classif.xgboost(9)_nthread1
mlr.classif.xgboost(9)_nrounds3190
mlr.classif.xgboost(9)_verbose0
mlr.classif.xgboost(9)_openml.seed1
mlr.classif.xgboost(9)_openml.kindMersenne-Twister
mlr.classif.xgboost(9)_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
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5076
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12746.1098
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3712
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
0.7752
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7597
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4098
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8291
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1292.9951
UserCPU time millis
2363.91
UserCPU time millis testing
35.208
UserCPU time millis training
2328.702