Run
7947878

Run 7947878

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)_eta0.0441736147977185
mlr.classif.xgboost(7)_gamma6.11527561294165
mlr.classif.xgboost(7)_max_depth4
mlr.classif.xgboost(7)_min_child_weight93.9143161343285
mlr.classif.xgboost(7)_subsample0.777574517065659
mlr.classif.xgboost(7)_colsample_bytree0.421590096689761
mlr.classif.xgboost(7)_colsample_bylevel0.280595243349671
mlr.classif.xgboost(7)_lambda48.1497432369233
mlr.classif.xgboost(7)_alpha26.0079266499858
mlr.classif.xgboost(7)_nrounds4371
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
0.9101
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6567
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23041.4136
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2547
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
0.8332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8336
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8336
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5213
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3455
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.699
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
212.753
UserCPU time millis
1116.9
UserCPU time millis testing
0.79
UserCPU time millis training
1116.11