Run
512702

Run 512702

Task 9961 (Supervised Classification) sa-heart Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(3)_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
0.5018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5379
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0046
Cross-validation details (10-fold Crossvalidation)
KB relative information score
79.9397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3593
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5538
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6407
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.6407
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7932
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5994
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2598
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.301
UserCPU time millis testing
0.077
UserCPU time millis training
0.224