Run
7947856

Run 7947856

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)_eta0.622402131088429
mlr.classif.xgboost(7)_gamma0.0878772788750139
mlr.classif.xgboost(7)_max_depth13
mlr.classif.xgboost(7)_min_child_weight3.7333663916655
mlr.classif.xgboost(7)_subsample0.876145803765394
mlr.classif.xgboost(7)_colsample_bytree0.810358551330864
mlr.classif.xgboost(7)_colsample_bylevel0.208590857125819
mlr.classif.xgboost(7)_lambda0.0834721675435551
mlr.classif.xgboost(7)_alpha0.133543091560544
mlr.classif.xgboost(7)_nrounds1268
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
0.978
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8495
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37431.2149
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0872
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
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1784
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2389
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4834
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
188.3208
UserCPU time millis
1066.02
UserCPU time millis testing
0.95
UserCPU time millis training
1065.07