Run
515202

Run 515202

Task 3606 (Supervised Classification) fri_c3_1000_10 Uploaded 28-01-2016 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
0.8308
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8313
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6586
Cross-validation details (10-fold Crossvalidation)
KB relative information score
654.8567
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.169
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4928
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8323
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.831
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9896
Cross-validation details (10-fold Crossvalidation)
Recall
0.831
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3429
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4111
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8282
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.112
UserCPU time millis testing
0.051
UserCPU time millis training
1.061