Run
7945691

Run 7945691

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)_eta0.00209478344831303
mlr.classif.xgboost(7)_gamma107.879580180546
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight77.8274486374656
mlr.classif.xgboost(7)_subsample0.603715158253908
mlr.classif.xgboost(7)_colsample_bytree0.287284890376031
mlr.classif.xgboost(7)_colsample_bylevel0.353572103381157
mlr.classif.xgboost(7)_lambda112.066960822514
mlr.classif.xgboost(7)_alpha0.0187192929140309
mlr.classif.xgboost(7)_nrounds2053
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
0.8441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7605
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5086
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11322.4756
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3862
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
0.7795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7693
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7693
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7904
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4154
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8403
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.5903
UserCPU time millis
857.67
UserCPU time millis testing
0.61
UserCPU time millis training
857.06