Run
1815382

Run 1815382

Task 3561 (Supervised Classification) profb Uploaded 09-09-2016 by Michel Lang
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

mlr.classif.svm.preproc.preproc.tuned(41)Learner mlr.classif.svm.preproc.preproc.tuned from package(s) e1071.
mlr.classif.svm.preproc.preproc.tuned(41)_openml.seed1
mlr.classif.svm.preproc.preproc.tuned(41)_openml.kindMersenne-Twister
mlr.classif.svm.preproc.preproc.tuned(41)_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.

arff
Trace

ARFF file with the trace of all hyperparameter settings tried during optimization, and their performance.

17 Evaluation measures

Area under ROC curve
0.6641
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7104
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3391
Cross-validation details (10-fold Crossvalidation)
KB relative information score
220.7727
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2842
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4446
Cross-validation details (10-fold Crossvalidation)
Number of instances
672
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7078
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7158
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9188
Cross-validation details (10-fold Crossvalidation)
Recall
0.7158
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6393
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4714
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5331
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1309
Cross-validation details (10-fold Crossvalidation)