Run
7940843

Run 7940843

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.782589983566836
mlr.classif.xgboost(7)_gamma645.484016447061
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight9.67427764338292
mlr.classif.xgboost(7)_subsample0.598313253419474
mlr.classif.xgboost(7)_colsample_bytree0.657555070519447
mlr.classif.xgboost(7)_colsample_bylevel0.375598737224937
mlr.classif.xgboost(7)_lambda4.06982405866253
mlr.classif.xgboost(7)_alpha487.997755922644
mlr.classif.xgboost(7)_nrounds779
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
0.7805
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7475
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10567.9138
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3937
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
0.764
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7564
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7564
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4284
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8667
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.7336
UserCPU time millis
202.18
UserCPU time millis testing
0.2
UserCPU time millis training
201.98