Run
7942700

Run 7942700

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.783354971312325
mlr.classif.xgboost(7)_gamma15.2582217321773
mlr.classif.xgboost(7)_max_depth9
mlr.classif.xgboost(7)_min_child_weight23.196875731734
mlr.classif.xgboost(7)_subsample0.401892467075959
mlr.classif.xgboost(7)_colsample_bytree0.870481678470969
mlr.classif.xgboost(7)_colsample_bylevel0.839882734790445
mlr.classif.xgboost(7)_lambda185.081425349738
mlr.classif.xgboost(7)_alpha0.00425539669171455
mlr.classif.xgboost(7)_nrounds4236
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
0.9193
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6742
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24762.9578
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2346
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
0.8412
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8417
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8417
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3358
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6794
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
206.0614
UserCPU time millis
3875.36
UserCPU time millis testing
0.47
UserCPU time millis training
3874.89