Run
7944666

Run 7944666

Task 219 (Supervised Classification) electricity Uploaded 07-10-2017 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)_eta0.0542701406993038
mlr.classif.xgboost(7)_gamma0.0644749098255402
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight1.83672463177348
mlr.classif.xgboost(7)_subsample0.243566765962169
mlr.classif.xgboost(7)_colsample_bytree0.966589234210551
mlr.classif.xgboost(7)_colsample_bylevel0.543650434538722
mlr.classif.xgboost(7)_lambda0.00761185795439811
mlr.classif.xgboost(7)_alpha0.866266304691173
mlr.classif.xgboost(7)_nrounds958
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
0.9788
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8486
Cross-validation details (10-fold Crossvalidation)
KB relative information score
35574.4167
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1122
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
0.926
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9261
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9261
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2296
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2336
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4726
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
184.2738
UserCPU time millis
1731.26
UserCPU time millis testing
4.68
UserCPU time millis training
1726.58