Run
542543

Run 542543

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 23-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost0.151
classif.svm(9)_kernelpolynomial
classif.svm(9)_degree2
classif.svm(9)_coef00.511
classif.svm(9)_gamma0.0397
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
0.9815
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9827
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9617
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37788.6277
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0173
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9827
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9827
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9827
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0384
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1316
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.2771
Cross-validation details (10-fold Crossvalidation)