Run
513541

Run 513541

Task 3609 (Supervised Classification) fri_c1_1000_5 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
0.9023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8029
Cross-validation details (10-fold Crossvalidation)
KB relative information score
801.8793
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.098
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4963
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9024
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.902
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9947
Cross-validation details (10-fold Crossvalidation)
Recall
0.902
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4981
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6284
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.879
UserCPU time millis testing
0.035
UserCPU time millis training
0.844