Run
7941227

Run 7941227

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.0171825426734077
mlr.classif.xgboost(7)_gamma0.262042403031071
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight3.83715836318589
mlr.classif.xgboost(7)_subsample0.442893122066744
mlr.classif.xgboost(7)_colsample_bytree0.380512589775026
mlr.classif.xgboost(7)_colsample_bylevel0.205831440351903
mlr.classif.xgboost(7)_lambda158.233871243847
mlr.classif.xgboost(7)_alpha0.00690940877617774
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
0.8862
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
19586.0599
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2939
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
0.8101
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6014
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7457
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
209.896
UserCPU time millis
574.5
UserCPU time millis testing
0.71
UserCPU time millis training
573.79