Run
7945612

Run 7945612

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)_eta0.0493878012975942
mlr.classif.xgboost(7)_gamma0.164009478293472
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight5.58091715273899
mlr.classif.xgboost(7)_subsample0.202224757126532
mlr.classif.xgboost(7)_colsample_bytree0.956016243062914
mlr.classif.xgboost(7)_colsample_bylevel0.323846545815468
mlr.classif.xgboost(7)_lambda3.51755359703186
mlr.classif.xgboost(7)_alpha1.99580665283046
mlr.classif.xgboost(7)_nrounds1914
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
0.9675
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9045
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8043
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32019.9131
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.154
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
0.9044
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9045
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9045
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3152
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2642
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5346
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
182.7448
UserCPU time millis
1665.72
UserCPU time millis testing
3.53
UserCPU time millis training
1662.19