OpenML
7946119

Run 7946119

Task 219 (Supervised Classification) electricity Uploaded 09-10-2017 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)_eta0.014750517523291
mlr.classif.xgboost(7)_gamma0.00309508786323111
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight1.07778487770008
mlr.classif.xgboost(7)_subsample0.833464101725258
mlr.classif.xgboost(7)_colsample_bytree0.857239017263055
mlr.classif.xgboost(7)_colsample_bylevel0.658964247256517
mlr.classif.xgboost(7)_lambda117.47585034451
mlr.classif.xgboost(7)_alpha25.9208525782316
mlr.classif.xgboost(7)_nrounds4381
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
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8554
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7034
Cross-validation details (10-fold Crossvalidation)
KB relative information score
25903.1028
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2229
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
0.8554
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4562
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3198
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.647
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
205.3488
UserCPU time millis
1820.5
UserCPU time millis testing
2.44
UserCPU time millis training
1818.06