Run
512041

Run 512041

Task 52 (Supervised Classification) heart-statlog 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.plr(4)Learner classif.plr from package(s) stepPlr.
classif.plr(4)_seed1
classif.plr(4)_kindMersenne-Twister
classif.plr(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
0.825
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8291
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6533
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.3289
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1704
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8294
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8296
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8296
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.345
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4128
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8307
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
6.307
UserCPU time millis testing
0.043
UserCPU time millis training
6.264