Run
507991

Run 507991

Task 3949 (Supervised Classification) teachingAssistant Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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
0.5324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3705
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.065
Cross-validation details (10-fold Crossvalidation)
KB relative information score
22.2134
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.415
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
0.3755
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3775
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5845
Cross-validation details (10-fold Crossvalidation)
Recall
0.3775
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9341
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4713
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6442
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3668
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.483
UserCPU time millis testing
0.074
UserCPU time millis training
0.409