Run
7947635

Run 7947635

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00100954867103008
mlr.classif.xgboost(7)_gamma98.0622883568158
mlr.classif.xgboost(7)_max_depth3
mlr.classif.xgboost(7)_min_child_weight113.779914175924
mlr.classif.xgboost(7)_subsample0.841203345521353
mlr.classif.xgboost(7)_colsample_bytree0.702673613280058
mlr.classif.xgboost(7)_colsample_bylevel0.799604862742126
mlr.classif.xgboost(7)_lambda3.17530731537105
mlr.classif.xgboost(7)_alpha1.74535580120593
mlr.classif.xgboost(7)_nrounds2402
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
0.8681
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7661
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5196
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15040.9302
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3453
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
0.7819
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7737
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7737
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.393
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7952
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
174.0081
UserCPU time millis
837.83
UserCPU time millis testing
1.1
UserCPU time millis training
836.73