Run
7944537

Run 7944537

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)_eta0.00348744198011892
mlr.classif.xgboost(7)_gamma0.00195560046329575
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight32.0324565957662
mlr.classif.xgboost(7)_subsample0.575117723387666
mlr.classif.xgboost(7)_colsample_bytree0.936436842009425
mlr.classif.xgboost(7)_colsample_bylevel0.826234910078347
mlr.classif.xgboost(7)_lambda128.414108186739
mlr.classif.xgboost(7)_alpha0.00221610660664602
mlr.classif.xgboost(7)_nrounds3905
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
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8524
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6972
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25418.8968
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2289
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
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4686
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3231
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6537
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
187.9371
UserCPU time millis
3366.79
UserCPU time millis testing
8.25
UserCPU time millis training
3358.54