Run
516782

Run 516782

Task 9906 (Supervised Classification) autoUniv-au7-1100 Uploaded 29-01-2016 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(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(5)_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
0.5904
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1844
Cross-validation details (10-fold Crossvalidation)
KB relative information score
289.4065
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2502
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3154
Cross-validation details (10-fold Crossvalidation)
Number of instances
1100
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3745
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.281
Cross-validation details (10-fold Crossvalidation)
Recall
0.3745
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3971
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5002
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2596
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.411
UserCPU time millis testing
0.227
UserCPU time millis training
3.184