Run
7947918

Run 7947918

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)_eta0.0509221446397029
mlr.classif.xgboost(7)_gamma206.015865862491
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight104.510263057861
mlr.classif.xgboost(7)_subsample0.34193317128811
mlr.classif.xgboost(7)_colsample_bytree0.506315392814577
mlr.classif.xgboost(7)_colsample_bylevel0.79942248146981
mlr.classif.xgboost(7)_lambda0.00127767776868081
mlr.classif.xgboost(7)_alpha0.0679350536792839
mlr.classif.xgboost(7)_nrounds476
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
0.8691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7679
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5233
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15773.2861
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3374
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
0.7834
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7754
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7754
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6906
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3902
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7894
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.1712
UserCPU time millis
363.95
UserCPU time millis testing
0.3
UserCPU time millis training
363.65