Run
538950

Run 538950

Task 3661 (Supervised Classification) cpu Uploaded 22-03-2016 by Random Bot
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Flow

classif.svm(8)Learner classif.svm from package(s) e1071.
classif.svm(8)_cost0.0648
classif.svm(8)_kernellinear
classif.svm(8)_degree5
classif.svm(8)_coef00.626
classif.svm(8)_gamma0.00728
classif.svm(8)_seed1
classif.svm(8)_kindMersenne-Twister
classif.svm(8)_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
0.9591
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9758
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9356
Cross-validation details (10-fold Crossvalidation)
KB relative information score
193.5039
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0239
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3797
Cross-validation details (10-fold Crossvalidation)
Number of instances
209
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9762
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8205
Cross-validation details (10-fold Crossvalidation)
Recall
0.9761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.063
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4351
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1547
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3555
Cross-validation details (10-fold Crossvalidation)