From b2d664c63c061e06ed6b136792146d57c8ffabe8 Mon Sep 17 00:00:00 2001
From: elintornquist <107926911+elintornquist@users.noreply.github.com>
Date: Fri, 26 Aug 2022 18:57:27 +0200
Subject: [PATCH] Change MinPts calculation

---
 freqtrade/freqai/data_kitchen.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/freqtrade/freqai/data_kitchen.py b/freqtrade/freqai/data_kitchen.py
index e480ab135..102a4857e 100644
--- a/freqtrade/freqai/data_kitchen.py
+++ b/freqtrade/freqai/data_kitchen.py
@@ -635,7 +635,7 @@ class FreqaiDataKitchen:
                     cos(angle) * (point[1] - origin[1])
                 return (x, y)
 
-            MinPts = len(self.data_dictionary['train_features'].columns) * 2
+            MinPts = int(len(self.data_dictionary['train_features'].index) * 0.25)
             # measure pairwise distances to train_features.shape[1]*2 nearest neighbours
             neighbors = NearestNeighbors(
                 n_neighbors=MinPts, n_jobs=self.thread_count)