Run
509649

Run 509649

Task 9944 (Supervised Classification) user-knowledge 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
0.9462
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.913
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8817
Cross-validation details (10-fold Crossvalidation)
KB relative information score
346.3015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0347
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9131
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9132
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.9132
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1182
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1864
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4864
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.528
UserCPU time millis testing
0.053
UserCPU time millis training
0.475