From 9274ea21aa9d6f9208187baae1377063152ac594 Mon Sep 17 00:00:00 2001
From: Alejandro Moreo <alejandro.moreo@isti.cnr.it>
Date: Tue, 23 Apr 2024 10:40:08 +0200
Subject: [PATCH] drafting refactor

---
 todo_refactor.txt | 33 +++++++++++++++++++++++++++++++++
 1 file changed, 33 insertions(+)
 create mode 100644 todo_refactor.txt

diff --git a/todo_refactor.txt b/todo_refactor.txt
new file mode 100644
index 0000000..fb125dd
--- /dev/null
+++ b/todo_refactor.txt
@@ -0,0 +1,33 @@
+
+Add unit test for all options and bifurcations
+
+Revisit the classifier_helper
+
+Opciones
+typeexampleinit
+kFCVint10y
+heldoutfloat0.6y
+sampletupleX,yn
+
+init:
+kFCV:Q(val_split=10, random_seed=None)
+held:Q(val_split=0.7, random_seed=None)
+sample:--
+
+the classifier is not fit:
+fit end-to-end (classification->predictions->aggregation):
+kFCVfit(X, y, val_split=10)
+heldfit(X, y, val_split=0.7) 
+samplefit(X, y, val_split=(X,y))
+
+the classifier is fit:
+fit only aggregation (predictions->aggregation):
+samplefit_aggregation(X, y, transform_X=True)
+
+fit only aggregation (aggregation):
+samplefit_aggregation(P, y, transform_X=False)
+
+
+ 
+
+