Run
523071

Run 523071

Task 3840 (Supervised Classification) letter Uploaded 10-02-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.svm(7)Learner classif.svm from package(s) e1071.
classif.svm(7)_seed1
classif.svm(7)_kindMersenne-Twister
classif.svm(7)_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.

20 Evaluation measures

Area under ROC curve
0.9434
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9952
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
18191.2311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0047
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9953
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9953
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0602
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0686
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3472
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
29.497
UserCPU time millis testing
0.844
UserCPU time millis training
28.653