Run
7947979

Run 7947979

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)_eta0.13213137577515
mlr.classif.xgboost(7)_gamma165.759561934058
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight8.3174034514828
mlr.classif.xgboost(7)_subsample0.746973140351474
mlr.classif.xgboost(7)_colsample_bytree0.493709466792643
mlr.classif.xgboost(7)_colsample_bylevel0.270785741135478
mlr.classif.xgboost(7)_lambda13.7186079206221
mlr.classif.xgboost(7)_alpha259.161494006864
mlr.classif.xgboost(7)_nrounds2778
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
0.8607
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7661
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5194
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15200.3863
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3439
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
0.7807
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7734
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7734
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7037
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3942
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7975
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.8013
UserCPU time millis
723.14
UserCPU time millis testing
0.36
UserCPU time millis training
722.78