Run
7947165

Run 7947165

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.0323684560207656
mlr.classif.xgboost(7)_gamma0.0393662535751791
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight2.05268551164989
mlr.classif.xgboost(7)_subsample0.554987518000416
mlr.classif.xgboost(7)_colsample_bytree0.339834344945848
mlr.classif.xgboost(7)_colsample_bylevel0.948325973749161
mlr.classif.xgboost(7)_lambda0.071265094281948
mlr.classif.xgboost(7)_alpha41.2248335307774
mlr.classif.xgboost(7)_nrounds2105
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
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.847
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.686
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24563.2089
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2383
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
0.8471
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8475
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8475
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4877
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3311
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6699
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
201.9307
UserCPU time millis
1122.61
UserCPU time millis testing
0.9
UserCPU time millis training
1121.71