Run
7938767

Run 7938767

Task 219 (Supervised Classification) electricity Uploaded 03-10-2017 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)_eta0.00448109359145008
mlr.classif.xgboost(7)_gamma0.272465375870895
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight1.48635071917383
mlr.classif.xgboost(7)_subsample0.391929558012635
mlr.classif.xgboost(7)_colsample_bytree0.480876775272191
mlr.classif.xgboost(7)_colsample_bylevel0.714814893528819
mlr.classif.xgboost(7)_lambda2.12087866132927
mlr.classif.xgboost(7)_alpha3.60660764185852
mlr.classif.xgboost(7)_nrounds3339
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
0.9628
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7879
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29443.9022
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1861
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
0.8965
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8967
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8967
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3808
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2785
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5635
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
208.2669
UserCPU time millis
3922.81
UserCPU time millis testing
14.51
UserCPU time millis training
3908.3