Run
7944422

Run 7944422

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)_eta0.0759607606348637
mlr.classif.xgboost(7)_gamma380.876254674544
mlr.classif.xgboost(7)_max_depth12
mlr.classif.xgboost(7)_min_child_weight1.34534780029459
mlr.classif.xgboost(7)_subsample0.207581930258311
mlr.classif.xgboost(7)_colsample_bytree0.581258323416114
mlr.classif.xgboost(7)_colsample_bylevel0.393082215078175
mlr.classif.xgboost(7)_lambda695.859173519074
mlr.classif.xgboost(7)_alpha1.47127303270407
mlr.classif.xgboost(7)_nrounds2717
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
0.794
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7485
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7715.3925
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4238
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
0.7648
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7573
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7573
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8674
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4418
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8939
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
200.8186
UserCPU time millis
1934.8
UserCPU time millis testing
0.42
UserCPU time millis training
1934.38