Run
1861669

Run 1861669

Task 219 (Supervised Classification) electricity Uploaded 28-03-2017 by Philipp Probst
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
  • botV1 mlrRandomBot sciBenchV1.0
Issue #Downvotes for this reason By


Flow

mlr.classif.svm(7)Learner mlr.classif.svm from package(s) e1071.
mlr.classif.svm(7)_cost0.00974738702495951
mlr.classif.svm(7)_gamma0.00113008579182811
mlr.classif.svm(7)_openml.seed1
mlr.classif.svm(7)_openml.kindMersenne-Twister
mlr.classif.svm(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.

17 Evaluation measures

Area under ROC curve
0.8002
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7298
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.449
Cross-validation details (10-fold Crossvalidation)
KB relative information score
14060.83
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3469
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
0.7312
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.71
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4251
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.86
Cross-validation details (10-fold Crossvalidation)