From ec0ee7d3766876e8c659ed2e37a63d03aa23bec5 Mon Sep 17 00:00:00 2001
From: David Thrower <david.thrower@outlook.com>
Date: Wed, 21 Feb 2024 20:07:45 -0500
Subject: [PATCH] Update phishing_email_detection_gpt2.py

---
 phishing_email_detection_gpt2.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/phishing_email_detection_gpt2.py b/phishing_email_detection_gpt2.py
index c231415..c0f9646 100644
--- a/phishing_email_detection_gpt2.py
+++ b/phishing_email_detection_gpt2.py
@@ -123,7 +123,7 @@
 
 # GPT2 configurables
 
-max_seq_length = 900
+max_seq_length = 2000
 
 # inp = tf.keras.layers.Input(shape=(), dtype=tf.string)
 # gp2 = GPT2Layer(max_seq_length=max_seq_length)
@@ -179,7 +179,7 @@ def call(self, text):
     output_dim=18,
     input_length=max_seq_length)(tokens_1)
 flat = tf.keras.layers.Flatten()(embedded)
-dropout_flat = tf.keras.layers.Dropout(0.6)(flat)
+dropout_flat = tf.keras.layers.Dropout(0.75)(flat)
 
 tokenized_embedded_model =\
         tf.keras.Model(