Run
7941754

Run 7941754

Task 219 (Supervised Classification) electricity Uploaded 05-10-2017 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)_eta0.235506024028223
mlr.classif.xgboost(7)_gamma0.0131032735406145
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight50.5823659685354
mlr.classif.xgboost(7)_subsample0.893908440857194
mlr.classif.xgboost(7)_colsample_bytree0.253363314457238
mlr.classif.xgboost(7)_colsample_bylevel0.931342338398099
mlr.classif.xgboost(7)_lambda2.8563156091694
mlr.classif.xgboost(7)_alpha7.27693730560048
mlr.classif.xgboost(7)_nrounds4005
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
0.9704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
32824.4277
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1446
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
0.9103
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9104
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9104
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2573
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5205
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
203.6974
UserCPU time millis
2023.78
UserCPU time millis testing
2.61
UserCPU time millis training
2021.17