Run
523095

Run 523095

Task 28 (Supervised Classification) optdigits 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.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(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
0.6484
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3603
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2969
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1901.7594
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1265
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
0.4809
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3676
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3218
Cross-validation details (10-fold Crossvalidation)
Recall
0.3676
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7027
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3556
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1855
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
25.485
UserCPU time millis testing
0.092
UserCPU time millis training
25.393