Run
507993

Run 507993

Task 3949 (Supervised Classification) teachingAssistant Uploaded 27-01-2016 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
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6293
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4441
Cross-validation details (10-fold Crossvalidation)
KB relative information score
74.3387
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2472
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4443
Cross-validation details (10-fold Crossvalidation)
Number of instances
151
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6313
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6291
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.6291
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5565
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4972
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.055
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.392
UserCPU time millis testing
0.068
UserCPU time millis training
0.324