OpenML
7937660

Run 7937660

Task 219 (Supervised Classification) electricity Uploaded 02-10-2017 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)_eta0.840726445455548
mlr.classif.xgboost(7)_gamma389.130724394871
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight1.17742527369646
mlr.classif.xgboost(7)_subsample0.849719517142512
mlr.classif.xgboost(7)_colsample_bytree0.292131975479424
mlr.classif.xgboost(7)_colsample_bylevel0.261998826079071
mlr.classif.xgboost(7)_lambda0.617253312515317
mlr.classif.xgboost(7)_alpha0.321884618391277
mlr.classif.xgboost(7)_nrounds4341
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
0.8714
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7966
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19748.4812
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2898
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
0.7979
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7984
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7984
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.593
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3774
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7635
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
179.4937
UserCPU time millis
2103.39
UserCPU time millis testing
0.63
UserCPU time millis training
2102.76