Run
7938207

Run 7938207

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 by OpenML_Bot R
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Flow

mlr.classif.xgboost(7)Learner mlr.classif.xgboost from package(s) xgboost.
mlr.classif.xgboost(7)_eta0.135124517760078
mlr.classif.xgboost(7)_gamma125.654350663896
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight66.3909782335703
mlr.classif.xgboost(7)_subsample0.887697599385865
mlr.classif.xgboost(7)_colsample_bytree0.44756816662848
mlr.classif.xgboost(7)_colsample_bylevel0.404336619004607
mlr.classif.xgboost(7)_lambda0.24552443470585
mlr.classif.xgboost(7)_alpha0.0268527833062021
mlr.classif.xgboost(7)_nrounds2784
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
0.9029
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8226
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6354
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21601.6511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2715
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
0.8235
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8238
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8238
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5557
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3538
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7157
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.2899
UserCPU time millis
2746.05
UserCPU time millis testing
0.49
UserCPU time millis training
2745.56