Run
521113

Run 521113

Task 9956 (Supervised Classification) one-hundred-plants-texture 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
0.6323
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2588
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2647
Cross-validation details (10-fold Crossvalidation)
KB relative information score
432.4453
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0146
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0198
Cross-validation details (10-fold Crossvalidation)
Number of instances
1599
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2596
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.272
Cross-validation details (10-fold Crossvalidation)
Prior entropy
6.6438
Cross-validation details (10-fold Crossvalidation)
Recall
0.272
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7353
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.0995
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1207
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2127
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
35.068
UserCPU time millis testing
0.119
UserCPU time millis training
34.949