lib/rumale/kernel_machine/kernel_svc.rb in rumale-0.18.5 vs lib/rumale/kernel_machine/kernel_svc.rb in rumale-0.18.6

@@ -22,10 +22,10 @@
     #   estimator.fit(training_kernel_matrix, traininig_labels)
     #   testing_kernel_matrix = Rumale::PairwiseMetric::rbf_kernel(testing_samples, training_samples)
     #   results = estimator.predict(testing_kernel_matrix)
     #
     # *Reference*
-    # 1. S. Shalev-Shwartz, Y. Singer, N. Srebro, and A. Cotter, "Pegasos: Primal Estimated sub-GrAdient SOlver for SVM," Mathematical Programming, vol. 127 (1), pp. 3--30, 2011.
+    # - Shalev-Shwartz, S., Singer, Y., Srebro, N., and Cotter, A., "Pegasos: Primal Estimated sub-GrAdient SOlver for SVM," Mathematical Programming, vol. 127 (1), pp. 3--30, 2011.
     class KernelSVC
       include Base::BaseEstimator
       include Base::Classifier
 
       # Return the weight vector for Kernel SVC.