Run
512429

Run 512429

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

classif.sda(5)Learner classif.sda from package(s) sda.
classif.sda(5)_seed1
classif.sda(5)_kindMersenne-Twister
classif.sda(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
0.7023
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6243
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3269
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.9479
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1415
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
0.6068
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6463
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6463
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3762
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1282
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.182
UserCPU time millis testing
0.016
UserCPU time millis training
0.166