Run
7944673

Run 7944673

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0546834652043014
mlr.classif.xgboost(7)_gamma130.703053618374
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight4.30118673804772
mlr.classif.xgboost(7)_subsample0.927363075036556
mlr.classif.xgboost(7)_colsample_bytree0.970838246680796
mlr.classif.xgboost(7)_colsample_bylevel0.860167433694005
mlr.classif.xgboost(7)_lambda370.74730663201
mlr.classif.xgboost(7)_alpha3.79865249103975
mlr.classif.xgboost(7)_nrounds460
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
0.8799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7912
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5703
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17989.9872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3126
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
0.7988
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7954
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7954
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6397
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3772
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.763
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
175.9865
UserCPU time millis
178.28
UserCPU time millis testing
0.27
UserCPU time millis training
178.01