From 7d4a0d295de6f1ae5373201e049231c3a1c6922d Mon Sep 17 00:00:00 2001
From: DIANE <abderrahim.diane@cefe.cnrs.fr>
Date: Fri, 5 Apr 2024 13:01:41 +0200
Subject: [PATCH] PCA HOTELLING
---
Class_Mod/PCA_.py | 4 ++--
pages/1-samples_selection.py | 4 ++--
2 files changed, 4 insertions(+), 4 deletions(-)
diff --git a/Class_Mod/PCA_.py b/Class_Mod/PCA_.py
index 74bd3de..1c4dbc6 100644
--- a/Class_Mod/PCA_.py
+++ b/Class_Mod/PCA_.py
@@ -1,4 +1,4 @@
-from sklearn.decomposition import PCA
+from Packages import *
class LinearPCA:
def __init__(self, X, Ncomp=10):
@@ -82,6 +82,6 @@ class LinearPCA:
def residuals(self):
return self.res
@property
- def hotelling(self):
+ def hotelling_(self):
#return pd.DataFrame(self.T2)
return self.T2
\ No newline at end of file
diff --git a/pages/1-samples_selection.py b/pages/1-samples_selection.py
index 432dc37..3b88340 100644
--- a/pages/1-samples_selection.py
+++ b/pages/1-samples_selection.py
@@ -131,8 +131,8 @@ with container2:
st.write('T²-Hotelling vs Q residuals plot')
ax2 = st.selectbox("Component", options=model.scores_.columns, index=4)
- t = model.scores_
- fig = px.scatter(t, x=axis1, y=t.columns[1])
+ t = model.hotelling_
+ fig = px.scatter(t, x=t[ax2], y=t[ax2])
st.plotly_chart(fig)
with qexp:
--
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