Run
512700

Run 512700

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

classif.multinom(5)Learner classif.multinom from package(s) nnet.
classif.multinom(5)_seed1
classif.multinom(5)_kindMersenne-Twister
classif.multinom(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
0.6799
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3758
Cross-validation details (10-fold Crossvalidation)
KB relative information score
174.2299
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2706
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
0.721
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7294
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7294
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5973
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5202
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0932
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.268
UserCPU time millis testing
0.08
UserCPU time millis training
0.188