Run
7939979

Run 7939979

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)_eta0.00170166416938146
mlr.classif.xgboost(7)_gamma223.48581819661
mlr.classif.xgboost(7)_min_child_weight2.24747643659888
mlr.classif.xgboost(7)_subsample0.154766453010961
mlr.classif.xgboost(7)_colsample_bytree0.978206024318933
mlr.classif.xgboost(7)_colsample_bylevel0.760405366495252
mlr.classif.xgboost(7)_lambda0.0978462039261503
mlr.classif.xgboost(7)_alpha0.856418450782736
mlr.classif.xgboost(7)_nrounds3702
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
0.8405
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7499
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11465.1851
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.385
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
0.7715
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7601
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7601
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8482
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
168.4439
UserCPU time millis
2731.02
UserCPU time millis testing
0.66
UserCPU time millis training
2730.36