Run
539109

Run 539109

Task 9894 (Supervised Classification) heart-h Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost1.87e+04
classif.svm(8)_kernelsigmoid
classif.svm(8)_degree2
classif.svm(8)_coef00.724
classif.svm(8)_gamma4.51e+03
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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.

17 Evaluation measures

Area under ROC curve
0.6435
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5873
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2497
Cross-validation details (10-fold Crossvalidation)
KB relative information score
71.557
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1551
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
0.5788
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6122
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6122
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6926
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3938
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1812
Cross-validation details (10-fold Crossvalidation)