From 5465f150e25e4e2a8275992308444b7cd01baddf Mon Sep 17 00:00:00 2001
From: Michael Mutote <130656746+mr1Michael@users.noreply.github.com>
Date: Mon, 27 Nov 2023 11:34:55 +0100
Subject: [PATCH] 22202956 - optimised training supervised training
---
Reinforcement_Learning/Perceptrons.py | 8 ++++----
1 file changed, 4 insertions(+), 4 deletions(-)
diff --git a/Reinforcement_Learning/Perceptrons.py b/Reinforcement_Learning/Perceptrons.py
index a1ad48e..cd49a62 100644
--- a/Reinforcement_Learning/Perceptrons.py
+++ b/Reinforcement_Learning/Perceptrons.py
@@ -2,10 +2,10 @@ import numpy as np
import Training_data
rng = np.random.default_rng(123)
-TEACHDATA = 10000
-TESTDATA = 1000
+TEACHDATA = 1000
+TESTDATA = 100
# ETA = 0.5
-T_NUMBER = 1 # Number to be detected 0-6
+T_NUMBER = 3 # Number to be detected 0-6
def sigmoid(val):
@@ -36,7 +36,7 @@ class Neuron:
for number in range(len(Neuron.test_data)):
for sample in Neuron.test_data[number]:
ix = np.insert(sample.ravel(), 0, 1)
- res[number] = res[number] + (self.activation(ix.dot(self.weights)))
+ res[number] = res[number] + abs(self.activation(ix.dot(self.weights)))
return res
--
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