Run
512431

Run 512431

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.rda(4)Learner classif.rda from package(s) klaR.
classif.rda(4)_estimate.errorFALSE
classif.rda(4)_seed1
classif.rda(4)_kindMersenne-Twister
classif.rda(4)_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
0.6448
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.583
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2423
Cross-validation details (10-fold Crossvalidation)
KB relative information score
75.5501
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1442
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
0.5438
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6395
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6395
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.644
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3798
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.139
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
31.989
UserCPU time millis testing
0.12
UserCPU time millis training
31.869