Run
7947882

Run 7947882

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)_eta0.0127948956600335
mlr.classif.xgboost(7)_gamma0.00757322060193709
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight19.0980788666442
mlr.classif.xgboost(7)_subsample0.845783804357052
mlr.classif.xgboost(7)_colsample_bytree0.53158878814429
mlr.classif.xgboost(7)_colsample_bylevel0.813573627360165
mlr.classif.xgboost(7)_lambda5.05228086118601
mlr.classif.xgboost(7)_alpha3.58917305742295
mlr.classif.xgboost(7)_nrounds3785
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
0.9476
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8729
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7394
Cross-validation details (10-fold Crossvalidation)
KB relative information score
27351.4629
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2076
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
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8732
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8732
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4249
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6133
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
178.4255
UserCPU time millis
1655.15
UserCPU time millis testing
2.04
UserCPU time millis training
1653.11