Run
571599

Run 571599

Task 15 (Supervised Classification) breast-w Uploaded 05-05-2016 by Rafael Gomes Mantovani
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

classif.avNNet(11)Learner classif.avNNet from package(s) nnet.
classif.avNNet(11)_openml.seed1
classif.avNNet(11)_openml.kindMersenne-Twister
classif.avNNet(11)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.9617
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9615
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9153
Cross-validation details (10-fold Crossvalidation)
KB relative information score
636.3906
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0386
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.452
Cross-validation details (10-fold Crossvalidation)
Number of instances
699
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.962
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9614
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9297
Cross-validation details (10-fold Crossvalidation)
Recall
0.9614
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4753
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1965
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4135
Cross-validation details (10-fold Crossvalidation)
Total cost
UserCPU time millis
3.213
UserCPU time millis testing
0.239
UserCPU time millis training
2.974