Run
538640

Run 538640

Task 9897 (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)_cost5.51
classif.svm(9)_kernelpolynomial
classif.svm(9)_degree4
classif.svm(9)_coef00.0193
classif.svm(9)_gamma0.0041
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
0.5
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2923
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20.9001
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2689
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3444
Cross-validation details (10-fold Crossvalidation)
Number of instances
106
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2137
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8455
Cross-validation details (10-fold Crossvalidation)
Recall
0.4623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7806
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4143
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2515
Cross-validation details (10-fold Crossvalidation)