Run
512717

Run 512717

Task 9961 (Supervised Classification) sa-heart Uploaded 28-01-2016 by Rafael Gomes Mantovani
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Flow

classif.svm(5)Learner classif.svm from package(s) e1071.
classif.svm(5)_seed1
classif.svm(5)_kindMersenne-Twister
classif.svm(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
0.654
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7041
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3314
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.7311
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2814
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.707
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7186
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.7186
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6212
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5305
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1149
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.669
UserCPU time millis testing
0.071
UserCPU time millis training
0.598