Run
523755

Run 523755

Task 145 (Supervised Classification) BNG(cmc,nominal,55296) Uploaded 11-02-2016 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.multinom(6)Learner classif.multinom from package(s) nnet.
classif.multinom(6)_seed1
classif.multinom(6)_kindMersenne-Twister
classif.multinom(6)_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
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5043
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2274
Cross-validation details (10-fold Crossvalidation)
KB relative information score
16141.5164
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3289
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4309
Cross-validation details (10-fold Crossvalidation)
Number of instances
55296
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5057
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5394
Cross-validation details (10-fold Crossvalidation)
Recall
0.5066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4642
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5735
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2357
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
62.798
UserCPU time millis testing
0.28
UserCPU time millis training
62.518