Run
7942770

Run 7942770

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.00498918680669174
mlr.classif.xgboost(7)_gamma0.00293922029357744
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight118.554623878359
mlr.classif.xgboost(7)_subsample0.569376146537252
mlr.classif.xgboost(7)_colsample_bytree0.886083220131695
mlr.classif.xgboost(7)_colsample_bylevel0.621539910510182
mlr.classif.xgboost(7)_lambda861.565787997322
mlr.classif.xgboost(7)_alpha18.0953910482196
mlr.classif.xgboost(7)_nrounds1235
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
0.8762
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7891
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5659
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17157.1915
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3227
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
0.7977
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7937
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7937
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6604
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.381
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7709
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
181.2643
UserCPU time millis
463.61
UserCPU time millis testing
0.52
UserCPU time millis training
463.09