Run
7947897

Run 7947897

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)_eta0.967644500976793
mlr.classif.xgboost(7)_gamma0.0769380111649468
mlr.classif.xgboost(7)_max_depth8
mlr.classif.xgboost(7)_min_child_weight1.04463679469175
mlr.classif.xgboost(7)_subsample0.216581032355316
mlr.classif.xgboost(7)_colsample_bytree0.933504923991859
mlr.classif.xgboost(7)_colsample_bylevel0.456330014951527
mlr.classif.xgboost(7)_lambda0.00135198517485463
mlr.classif.xgboost(7)_alpha0.00315813296082191
mlr.classif.xgboost(7)_nrounds4737
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
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8455
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6838
Cross-validation details (10-fold Crossvalidation)
KB relative information score
30833.74
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1546
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
0.8455
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8454
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8454
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3163
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3923
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7936
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
202.1097
UserCPU time millis
3140.77
UserCPU time millis testing
2.83
UserCPU time millis training
3137.94