Run
507691

Run 507691

Task 3613 (Supervised Classification) servo Uploaded 27-01-2016 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.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(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
0.9319
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
140.1992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0479
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3533
Cross-validation details (10-fold Crossvalidation)
Number of instances
167
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9521
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7794
Cross-validation details (10-fold Crossvalidation)
Recall
0.9521
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1356
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2189
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.522
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.242
UserCPU time millis testing
0.097
UserCPU time millis training
0.145