Run
519812

Run 519812

Task 3608 (Supervised Classification) fri_c4_500_100 Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(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
0.6073
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6127
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2136
Cross-validation details (10-fold Crossvalidation)
KB relative information score
102.0938
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.388
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4913
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6138
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.612
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9875
Cross-validation details (10-fold Crossvalidation)
Recall
0.612
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7897
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4956
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2568
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
2.366
UserCPU time millis testing
0.137
UserCPU time millis training
2.229