Run
516960

Run 516960

Task 3496 (Supervised Classification) SPECTF Uploaded 29-01-2016 by Rafael Gomes Mantovani
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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
0.7844
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8147
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5438
Cross-validation details (10-fold Crossvalidation)
KB relative information score
166.4646
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1891
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3968
Cross-validation details (10-fold Crossvalidation)
Number of instances
349
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8213
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8109
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8464
Cross-validation details (10-fold Crossvalidation)
Recall
0.8109
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4766
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4451
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.977
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.647
UserCPU time millis testing
0.108
UserCPU time millis training
0.539