Run
7940841

Run 7940841

Task 219 (Supervised Classification) electricity Uploaded 04-10-2017 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)_eta0.013200276187062
mlr.classif.xgboost(7)_gamma0.00854595704073459
mlr.classif.xgboost(7)_max_depth7
mlr.classif.xgboost(7)_min_child_weight15.6578718969662
mlr.classif.xgboost(7)_subsample0.653931072889827
mlr.classif.xgboost(7)_colsample_bytree0.790298046916723
mlr.classif.xgboost(7)_colsample_bylevel0.997815269045532
mlr.classif.xgboost(7)_lambda0.473085115359113
mlr.classif.xgboost(7)_alpha0.00416704187968867
mlr.classif.xgboost(7)_nrounds1227
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
0.9602
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8921
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7789
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29150.0483
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1884
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
0.8921
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8923
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8923
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2835
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5736
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
183.2111
UserCPU time millis
978.7
UserCPU time millis testing
1
UserCPU time millis training
977.7