Run
7947971

Run 7947971

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)_eta0.00229570074021385
mlr.classif.xgboost(7)_gamma4.71316886328533
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight22.2298545056814
mlr.classif.xgboost(7)_subsample0.937680211500265
mlr.classif.xgboost(7)_colsample_bytree0.322208148241043
mlr.classif.xgboost(7)_colsample_bylevel0.555202324315906
mlr.classif.xgboost(7)_lambda92.6746700884112
mlr.classif.xgboost(7)_alpha0.356639813569255
mlr.classif.xgboost(7)_nrounds3558
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
0.9046
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8263
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6429
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20223.3062
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2896
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
0.8282
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8279
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8279
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5928
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3562
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7207
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
173.646
UserCPU time millis
6874.45
UserCPU time millis testing
9.35
UserCPU time millis training
6865.1