Run
538511

Run 538511

Task 10095 (Supervised Classification) breast-tissue Uploaded 21-03-2016 by Random Bot
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Flow

classif.svm(9)Learner classif.svm from package(s) e1071.
classif.svm(9)_cost7.32e+03
classif.svm(9)_degree4
classif.svm(9)_coef00.48
classif.svm(9)_gamma4.75e+03
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
0.5012
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.1345
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0037
Cross-validation details (10-fold Crossvalidation)
KB relative information score
11.5424
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2642
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2763
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2287
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2075
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5667
Cross-validation details (10-fold Crossvalidation)
Recall
0.2075
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9561
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3716
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.514
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.383
Cross-validation details (10-fold Crossvalidation)