Run
1861683

Run 1861683

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)_cost0.2810933339648
mlr.classif.svm(7)_gamma13.5646785841805
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
0.8925
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6906
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21731.4408
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2698
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
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8489
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.8489
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5522
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3616
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7316
Cross-validation details (10-fold Crossvalidation)