Run
542827

Run 542827

Task 3804 (Supervised Classification) lowbwt 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)_cost0.00148
classif.svm(9)_degree5
classif.svm(9)_coef00.879
classif.svm(9)_gamma82.8
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
0.3601
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.4156
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4762
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4989
Cross-validation details (10-fold Crossvalidation)
Number of instances
189
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2744
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5238
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9984
Cross-validation details (10-fold Crossvalidation)
Recall
0.5238
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9545
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4994
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6901
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3817
Cross-validation details (10-fold Crossvalidation)