Run
513359

Run 513359

Task 3806 (Supervised Classification) fri_c0_500_10 Uploaded 28-01-2016 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
0.8371
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8378
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6752
Cross-validation details (10-fold Crossvalidation)
KB relative information score
337.6954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.162
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4994
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8382
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.838
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4997
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4025
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8055
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.219
UserCPU time millis testing
0.049
UserCPU time millis training
0.17