SPKM update

summit/multiview_platform/monoview_classifiers/spkm.py

@@ -26,6 +26,7 @@ class SPKM(BaseMonoviewClassifier, SPKMl2l1likeSklearn):
                                          nspkminits=nspkminits,
                                          preprocessinglist=preprocessinglist,
                                          spkm_l1_regstyle=spkm_l1_regstyle)
+
         self.param_names = ["n_u", "kernel", "spkmregP_01",
                             "spkminit", "nspkminits", "preprocessinglist",
                             "spkm_l1_regstyle",
@@ -33,8 +34,9 @@ class SPKM(BaseMonoviewClassifier, SPKMl2l1likeSklearn):
         self.distribs = [[2], [PolyKernel({"d":3, "r":1}), RBFKernel(0.5)],
                          CustomUniform(),
                          ["data"],  [10],
-                         [[0,1],[0,1,2]], ["l1ball", "proxgd"]
+                         [[0,1],[0,1,2]], ["l1ball", "proxgd"],
                          [random_state],]
+
         self.more_than_two_views = False
         self.weird_strings = []
         self.random_state = random_state

summit/multiview_platform/multiview_classifiers/spkm_pw.py

@@ -35,7 +35,7 @@ class PWSPKM(BaseMultiviewClassifier, pairwiseSPKMl2l1likeSklearn):
                          [PolyKernel({"d":3, "r":1}), RBFKernel(0.5)],
                          CustomUniform(),
                          ["data"],  [10],
-                         [[0,1],[0,1,2]], ["l1ball", "proxgd"]
+                         [[0,1],[0,1,2]], ["l1ball", "proxgd"],
                          [random_state],]
         self.more_than_two_views = False
         self.random_state = random_state