Run
512418

Run 512418

Task 9894 (Supervised Classification) heart-h Uploaded 28-01-2016 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.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
0.6864
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6199
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3137
Cross-validation details (10-fold Crossvalidation)
KB relative information score
87.7754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1388
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5971
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6531
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6531
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6197
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3725
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1173
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.697
UserCPU time millis testing
0.069
UserCPU time millis training
0.628