Run
7942785

Run 7942785

Task 219 (Supervised Classification) electricity Uploaded 06-10-2017 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)_eta0.0832843813234769
mlr.classif.xgboost(7)_gamma0.0025868725871606
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight3.7145009004702
mlr.classif.xgboost(7)_subsample0.922043196973391
mlr.classif.xgboost(7)_colsample_bytree0.551215717755258
mlr.classif.xgboost(7)_colsample_bylevel0.967640124633908
mlr.classif.xgboost(7)_lambda0.495668607744597
mlr.classif.xgboost(7)_alpha2.12914294149548
mlr.classif.xgboost(7)_nrounds3937
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
0.9853
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.878
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37679.8567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0875
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
0.9404
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9405
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9405
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1791
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2113
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4274
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
192.9703
UserCPU time millis
3439.69
UserCPU time millis testing
6.6
UserCPU time millis training
3433.09