Run
508802

Run 508802

Task 9948 (Supervised Classification) heart-switzerland Uploaded 27-01-2016 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
0.5516
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3649
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
24.6312
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2374
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.35
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4065
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.4065
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8266
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4872
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2887
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.204
UserCPU time millis testing
0.033
UserCPU time millis training
0.171