Run
521503

Run 521503

Task 16 (Supervised Classification) mfeat-karhunen Uploaded 06-02-2016 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
0.7892
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5992
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5783
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1206.2701
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0759
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
2000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.625
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6205
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3219
Cross-validation details (10-fold Crossvalidation)
Recall
0.6205
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4217
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2755
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9183
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.167
UserCPU time millis testing
0.248
UserCPU time millis training
9.919