Run
7945285

Run 7945285

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0577596940641364
mlr.classif.xgboost(7)_gamma0.326498980190333
mlr.classif.xgboost(7)_min_child_weight103.734147982941
mlr.classif.xgboost(7)_subsample0.637070011743344
mlr.classif.xgboost(7)_colsample_bytree0.977157099731267
mlr.classif.xgboost(7)_colsample_bylevel0.454346447810531
mlr.classif.xgboost(7)_lambda2.12628302950276
mlr.classif.xgboost(7)_alpha0.191962498083816
mlr.classif.xgboost(7)_nrounds3981
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
0.9589
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8914
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7777
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30195.0974
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1747
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
0.8914
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8915
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8915
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3576
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2819
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5702
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.9079
UserCPU time millis
2201.54
UserCPU time millis testing
3.08
UserCPU time millis training
2198.46