Run
7939982

Run 7939982

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)_eta0.0044431010161809
mlr.classif.xgboost(7)_gamma139.536506836107
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight7.23083091518367
mlr.classif.xgboost(7)_subsample0.847751063853502
mlr.classif.xgboost(7)_colsample_bytree0.701772230863571
mlr.classif.xgboost(7)_colsample_bylevel0.756477050296962
mlr.classif.xgboost(7)_lambda15.8664357890743
mlr.classif.xgboost(7)_alpha21.1993260970418
mlr.classif.xgboost(7)_nrounds2541
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
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8064
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6017
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19184.0465
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2998
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
0.8093
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8087
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8087
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6135
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3687
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.746
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
191.4965
UserCPU time millis
3583.41
UserCPU time millis testing
0.75
UserCPU time millis training
3582.66