From 142ddc23ce0d033fcf7e9a611a04426ea57dda42 Mon Sep 17 00:00:00 2001
From: Baptiste Bauvin <baptiste.bauvin@lis-lab.fr>
Date: Wed, 15 Mar 2023 08:34:56 -0400
Subject: [PATCH] SPKM update
---
summit/multiview_platform/monoview_classifiers/spkm.py | 4 +++-
summit/multiview_platform/multiview_classifiers/spkm_pw.py | 2 +-
2 files changed, 4 insertions(+), 2 deletions(-)
diff --git a/summit/multiview_platform/monoview_classifiers/spkm.py b/summit/multiview_platform/monoview_classifiers/spkm.py
index 98b72130..218bf344 100644
--- a/summit/multiview_platform/monoview_classifiers/spkm.py
+++ b/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
diff --git a/summit/multiview_platform/multiview_classifiers/spkm_pw.py b/summit/multiview_platform/multiview_classifiers/spkm_pw.py
index b6cdc0a9..c5f6a72f 100644
--- a/summit/multiview_platform/multiview_classifiers/spkm_pw.py
+++ b/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
--
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