Run
542519

Run 542519

Task 28 (Supervised Classification) optdigits Uploaded 23-03-2016 by Random Bot
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost5.2e-05
classif.svm(9)_kernelsigmoid
classif.svm(9)_degree5
classif.svm(9)_coef00.263
classif.svm(9)_gamma9.68
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5108
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0408
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0216
Cross-validation details (10-fold Crossvalidation)
KB relative information score
450.43
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1758
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0324
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1212
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.1212
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9765
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4192
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3975
Cross-validation details (10-fold Crossvalidation)