Run
7942781

Run 7942781

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)_eta0.0703903074097786
mlr.classif.xgboost(7)_gamma0.00217473330027211
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight8.37852934500404
mlr.classif.xgboost(7)_subsample0.387146123847924
mlr.classif.xgboost(7)_colsample_bytree0.319440283626318
mlr.classif.xgboost(7)_colsample_bylevel0.773849618807435
mlr.classif.xgboost(7)_lambda159.971952524473
mlr.classif.xgboost(7)_alpha305.173340847912
mlr.classif.xgboost(7)_nrounds3144
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
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7654
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5178
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15400.7782
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3412
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
0.7791
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7724
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7724
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6982
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8003
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.1256
UserCPU time millis
530.35
UserCPU time millis testing
0.4
UserCPU time millis training
529.95