Run
7941100

Run 7941100

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.0374865889860602
mlr.classif.xgboost(7)_gamma0.00592811728534007
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight80.7177534517124
mlr.classif.xgboost(7)_subsample0.920587954833172
mlr.classif.xgboost(7)_colsample_bytree0.3952393213287
mlr.classif.xgboost(7)_colsample_bylevel0.560690751858056
mlr.classif.xgboost(7)_lambda0.00222018584541462
mlr.classif.xgboost(7)_alpha0.0327598732354799
mlr.classif.xgboost(7)_nrounds2059
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
0.9475
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7432
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27946.3869
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2003
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
0.8747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8749
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4099
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3014
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6098
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
197.0568
UserCPU time millis
1196.87
UserCPU time millis testing
1.52
UserCPU time millis training
1195.35