Run
7947612

Run 7947612

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)_eta0.552851412076541
mlr.classif.xgboost(7)_gamma45.0746597010425
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight8.78135092849111
mlr.classif.xgboost(7)_subsample0.647063954384066
mlr.classif.xgboost(7)_colsample_bytree0.942142963409424
mlr.classif.xgboost(7)_colsample_bylevel0.703887631185353
mlr.classif.xgboost(7)_lambda0.70787984310939
mlr.classif.xgboost(7)_alpha0.00258404855107258
mlr.classif.xgboost(7)_nrounds2556
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
0.9483
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7437
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28299.9517
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1961
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
0.8749
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8751
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8751
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4013
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6064
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
217.4268
UserCPU time millis
3082.62
UserCPU time millis testing
0.49
UserCPU time millis training
3082.13