From 7be8a879dc5379c8dcd208755f97930d97180313 Mon Sep 17 00:00:00 2001
From: Claudio Zandonella <claudiozandonella@gmail.com>
Date: Tue, 21 Feb 2023 18:22:16 +0100
Subject: [PATCH] Remove preprocessing in reporting
Do not run preprocessing because in the case of decomposing techniques
variables are not longer interpretable
---
justclust/plots.py | 8 +++++---
1 file changed, 5 insertions(+), 3 deletions(-)
diff --git a/justclust/plots.py b/justclust/plots.py
index 66f7cf2..7083282 100644
--- a/justclust/plots.py
+++ b/justclust/plots.py
@@ -714,9 +714,11 @@ def reporting(
# apply all the pre-processing transformations
preprocs = [] if preprocs is None else preprocs
tdata = data.copy()
- for pre in preprocs:
- if pre is not None:
- tdata = pre.fit_transform(tdata)
+ # Do not run preprocessing because in the case of decomposing techniques
+ # variables are not longer interpretable
+ # for pre in preprocs:
+ # if pre is not None:
+ # tdata = pre.fit_transform(tdata)
tdata = pd.DataFrame(
tdata,
--
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