Run
480652

Run 480652

Task 9897 (Supervised Classification) breast-tissue Uploaded 01-12-2015 by Rafael Gomes Mantovani
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Flow

classif.avNNet(1)Learner classif.avNNet from package(s) nnet.
classif.avNNet(1)_size3
classif.avNNet(1)_seed1
classif.avNNet(1)_kindMersenne-Twister
classif.avNNet(1)_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.

17 Evaluation measures

Area under ROC curve
0.6077
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3057
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.006
Cross-validation details (10-fold Crossvalidation)
KB relative information score
9.9823
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3318
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.267
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4528
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.4528
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9634
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4079
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9846
Cross-validation details (10-fold Crossvalidation)