Run
7941001

Run 7941001

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)_eta0.220791690310804
mlr.classif.xgboost(7)_gamma1.26989486446742
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight75.0908061341738
mlr.classif.xgboost(7)_subsample0.687011011270806
mlr.classif.xgboost(7)_colsample_bytree0.957333175837994
mlr.classif.xgboost(7)_colsample_bylevel0.878111959807575
mlr.classif.xgboost(7)_lambda262.967425266392
mlr.classif.xgboost(7)_alpha38.8503752099051
mlr.classif.xgboost(7)_nrounds1379
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
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7107
Cross-validation details (10-fold Crossvalidation)
KB relative information score
26546.1204
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2154
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
0.8589
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8592
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8592
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4409
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.64
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.7706
UserCPU time millis
1031.65
UserCPU time millis testing
0.67
UserCPU time millis training
1030.98