Run
7947267

Run 7947267

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)_eta0.159654644637061
mlr.classif.xgboost(7)_gamma61.4903792669688
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight121.87145717724
mlr.classif.xgboost(7)_subsample0.589335223846138
mlr.classif.xgboost(7)_colsample_bytree0.477853802405298
mlr.classif.xgboost(7)_colsample_bylevel0.642283445596695
mlr.classif.xgboost(7)_lambda905.875530419588
mlr.classif.xgboost(7)_alpha366.20039982114
mlr.classif.xgboost(7)_nrounds1023
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
0.8471
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7621
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5113
Cross-validation details (10-fold Crossvalidation)
KB relative information score
13818.6468
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3593
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
0.7768
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7696
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7696
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7354
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8164
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
211.3732
UserCPU time millis
273.24
UserCPU time millis testing
0.23
UserCPU time millis training
273.01