Run
506911

Run 506911

Task 3815 (Supervised Classification) prnn_fglass Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.avNNet(5)Learner classif.avNNet from package(s) nnet.
classif.avNNet(5)_size3
classif.avNNet(5)_seed1
classif.avNNet(5)_kindMersenne-Twister
classif.avNNet(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
0.6259
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4423
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2593
Cross-validation details (10-fold Crossvalidation)
KB relative information score
65.4059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1636
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2465
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.4602
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5093
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.1997
Cross-validation details (10-fold Crossvalidation)
Recall
0.5093
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6636
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3504
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4044
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.154
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.035
UserCPU time millis testing
0.16
UserCPU time millis training
0.875