Run
512432

Run 512432

Task 9894 (Supervised Classification) heart-h Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.sparseLDA(1)Learner classif.sparseLDA from package(s) !sparseLDA, MASS, !elasticnet.
classif.sparseLDA(1)_seed1
classif.sparseLDA(1)_kindMersenne-Twister
classif.sparseLDA(1)_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
0.5502
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2052
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0449
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-86.6239
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3306
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
0.6614
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.1735
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.1735
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.4763
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.575
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7245
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.861
UserCPU time millis testing
0.03
UserCPU time millis training
3.831