From 62686b99a3e13aadf6f7f73baf13dea9c4e09412 Mon Sep 17 00:00:00 2001
From: Jack Christopher Hutchinson Rolph <jack.rolph@desy.de>
Date: Sun, 14 Nov 2021 18:58:45 +0100
Subject: [PATCH] Update PeakOTron.py

---
 PeakOTron.py | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/PeakOTron.py b/PeakOTron.py
index 9baa771..514f8ea 100644
--- a/PeakOTron.py
+++ b/PeakOTron.py
@@ -70,15 +70,13 @@ class BandWidthOptimiser:
 
         
 
-    def __init__(self, data, kernel="gaussian", alpha = 0.99, n_kde_samples=2**13):
+    def __init__(self, data, kernel="gaussian", alpha = 0.95, n_kde_samples=2**13):
         if(alpha<=0.5):
             raise ValueError("alpha must be above 0.5")
         
         self.data = data
         self.PPF = self._PPF(self.data)
-        self.x_low = self.PPF(0.5-alpha/2)
-        self.x_hi = self.PPF(0.5+alpha/2)
-        self.data = self.data[(self.data>self.x_low) & (self.data<self.x_hi)]
+        self.data = self.data[(self.data<self.PPF(alpha))]
         self.kernel=kernel
         self.n_kde_samples=n_kde_samples
         self.last_arg = None
@@ -94,6 +92,7 @@ class BandWidthOptimiser:
         return loss
 
 
+
                
                                               
 class BinnedLH:
-- 
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