Run
7947974

Run 7947974

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)_eta0.0226417994030233
mlr.classif.xgboost(7)_gamma0.183951088460638
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight61.8807509627587
mlr.classif.xgboost(7)_subsample0.431609453051351
mlr.classif.xgboost(7)_colsample_bytree0.951864133775234
mlr.classif.xgboost(7)_colsample_bylevel0.735205475613475
mlr.classif.xgboost(7)_lambda0.00545554991654513
mlr.classif.xgboost(7)_alpha0.00794247495859337
mlr.classif.xgboost(7)_nrounds490
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
0.9335
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8548
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7021
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25887.1539
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2232
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
0.8548
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8551
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8551
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3206
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6487
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
212.4287
UserCPU time millis
489.97
UserCPU time millis testing
0.6
UserCPU time millis training
489.37