Run
522102

Run 522102

Task 32 (Supervised Classification) pendigits Uploaded 07-02-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(6)Learner classif.avNNet from package(s) nnet.
classif.avNNet(6)_size3
classif.avNNet(6)_seed1
classif.avNNet(6)_kindMersenne-Twister
classif.avNNet(6)_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
0.8362
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6748
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6724
Cross-validation details (10-fold Crossvalidation)
KB relative information score
7593.9804
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0589
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
0.7133
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7053
Cross-validation details (10-fold Crossvalidation)
Prior entropy
3.3208
Cross-validation details (10-fold Crossvalidation)
Recall
0.7053
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3275
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2428
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8093
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
159.248
UserCPU time millis testing
0.252
UserCPU time millis training
158.996