OpenML
7937607

Run 7937607

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.00333196642781925
mlr.classif.xgboost(7)_gamma0.00103514433403467
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight35.2483041216282
mlr.classif.xgboost(7)_subsample0.701962487958372
mlr.classif.xgboost(7)_colsample_bytree0.541915319487453
mlr.classif.xgboost(7)_colsample_bylevel0.688683127239347
mlr.classif.xgboost(7)_lambda0.948618616465853
mlr.classif.xgboost(7)_alpha6.31876706321996
mlr.classif.xgboost(7)_nrounds345
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
0.8936
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8112
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6114
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12115.856
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3816
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
0.8168
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8143
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8143
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.781
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4018
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8129
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
200.7567
UserCPU time millis
253.91
UserCPU time millis testing
0.4
UserCPU time millis training
253.51