Run
522122

Run 522122

Task 32 (Supervised Classification) pendigits Uploaded 07-02-2016 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
0.6004
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2454
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2011
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2732.4117
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1433
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.18
Cross-validation details (10-fold Crossvalidation)
Number of instances
10992
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.469
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2834
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.2834
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7964
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3786
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.262
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
28.525
UserCPU time millis testing
0.062
UserCPU time millis training
28.463