Run
7947965

Run 7947965

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)_eta0.00868302795124774
mlr.classif.xgboost(7)_gamma23.5328359786137
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight1.56119537443219
mlr.classif.xgboost(7)_subsample0.255869337031618
mlr.classif.xgboost(7)_colsample_bytree0.297495793737471
mlr.classif.xgboost(7)_colsample_bylevel0.681161829829216
mlr.classif.xgboost(7)_lambda2.19795953104178
mlr.classif.xgboost(7)_alpha842.365091785237
mlr.classif.xgboost(7)_nrounds2145
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
0.7879
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4842
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3840.3644
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.459
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
0.7575
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7575
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9395
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4657
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9421
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.3367
UserCPU time millis
373.03
UserCPU time millis testing
0.37
UserCPU time millis training
372.66