Run
7947948

Run 7947948

Task 219 (Supervised Classification) electricity Uploaded 10-10-2017 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)_eta0.00380828474617201
mlr.classif.xgboost(7)_gamma74.5761327757837
mlr.classif.xgboost(7)_max_depth10
mlr.classif.xgboost(7)_min_child_weight26.652842748857
mlr.classif.xgboost(7)_subsample0.521976048662327
mlr.classif.xgboost(7)_colsample_bytree0.368473279476166
mlr.classif.xgboost(7)_colsample_bylevel0.566046034730971
mlr.classif.xgboost(7)_lambda0.00927200664869098
mlr.classif.xgboost(7)_alpha77.2544089408655
mlr.classif.xgboost(7)_nrounds2645
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
0.8704
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7744
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5363
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16504.4867
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3292
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
0.7878
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7809
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7809
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6737
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3865
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.782
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
194.7524
UserCPU time millis
1632.57
UserCPU time millis testing
1.02
UserCPU time millis training
1631.55