Run
7944323

Run 7944323

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)_eta0.103911007553925
mlr.classif.xgboost(7)_gamma20.7424902423676
mlr.classif.xgboost(7)_max_depth14
mlr.classif.xgboost(7)_min_child_weight4.16621164820409
mlr.classif.xgboost(7)_subsample0.261683140951209
mlr.classif.xgboost(7)_colsample_bytree0.833898196928203
mlr.classif.xgboost(7)_colsample_bylevel0.449985432624817
mlr.classif.xgboost(7)_lambda0.0839192082750761
mlr.classif.xgboost(7)_alpha827.506299096906
mlr.classif.xgboost(7)_nrounds56
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
0.7856
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7484
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4836
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4328.6528
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4548
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
0.7651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9307
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4623
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9353
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
164.3265
UserCPU time millis
18.6
UserCPU time millis testing
0.31
UserCPU time millis training
18.29