Run
7941230

Run 7941230

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.769165181447548
mlr.classif.xgboost(7)_gamma0.00213346458027925
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight46.1128943323039
mlr.classif.xgboost(7)_subsample0.634614176978357
mlr.classif.xgboost(7)_colsample_bytree0.789603710919619
mlr.classif.xgboost(7)_colsample_bylevel0.781311433948576
mlr.classif.xgboost(7)_lambda263.901340720114
mlr.classif.xgboost(7)_alpha0.013372131474445
mlr.classif.xgboost(7)_nrounds426
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
0.9447
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7339
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27983.4084
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1989
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
0.8701
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8704
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8704
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4071
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3047
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6166
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
166.7108
UserCPU time millis
271.38
UserCPU time millis testing
0.45
UserCPU time millis training
270.93