Run
7945693

Run 7945693

Task 219 (Supervised Classification) electricity Uploaded 08-10-2017 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)_eta0.0813630825360009
mlr.classif.xgboost(7)_gamma88.2179492376792
mlr.classif.xgboost(7)_max_depth11
mlr.classif.xgboost(7)_min_child_weight7.39794153857607
mlr.classif.xgboost(7)_subsample0.498206332698464
mlr.classif.xgboost(7)_colsample_bytree0.324457128532231
mlr.classif.xgboost(7)_colsample_bylevel0.822402167320252
mlr.classif.xgboost(7)_lambda3.91569123662765
mlr.classif.xgboost(7)_alpha84.1867457762682
mlr.classif.xgboost(7)_nrounds1933
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
0.8764
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7925
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5729
Cross-validation details (10-fold Crossvalidation)
KB relative information score
17859.0507
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.314
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
0.7986
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7962
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7962
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6426
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3788
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7663
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
180.8052
UserCPU time millis
1089.96
UserCPU time millis testing
0.33
UserCPU time millis training
1089.63