Run
512433

Run 512433

Task 9894 (Supervised Classification) heart-h 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
0.661
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
94.2511
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1279
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
0.6307
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6803
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6803
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5711
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3576
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0726
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.399
UserCPU time millis testing
0.045
UserCPU time millis training
0.354