Run
543219

Run 543219

Task 9948 (Supervised Classification) heart-switzerland Uploaded 24-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost421
classif.svm(9)_kernellinear
classif.svm(9)_degree5
classif.svm(9)_coef00.402
classif.svm(9)_gamma0.000341
classif.svm(9)_seed1
classif.svm(9)_kindMersenne-Twister
classif.svm(9)_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
0.5449
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3587
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0932
Cross-validation details (10-fold Crossvalidation)
KB relative information score
21.2992
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2504
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
0.3467
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.374
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.374
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8719
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5004
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3235
Cross-validation details (10-fold Crossvalidation)