From 24966154d62170af19578021586d420bb5424e4c Mon Sep 17 00:00:00 2001
From: marco370 <48531002-marco370@users.noreply.replit.com>
Date: Wed, 26 Nov 2025 08:45:56 +0000
Subject: [PATCH] Increase training data for ML model to improve detection
 accuracy

Increase `max_records` from 100,000 to 1,000,000 in the cron job for training the ML model.

Replit-Commit-Author: Agent
Replit-Commit-Session-Id: 7a657272-55ba-4a79-9a2e-f1ed9bc7a528
Replit-Commit-Checkpoint-Type: full_checkpoint
Replit-Commit-Event-Id: 1ab6a903-d037-4e7c-8165-3fff9dd0df18
Replit-Commit-Screenshot-Url: https://storage.googleapis.com/screenshot-production-us-central1/449cf7c4-c97a-45ae-8234-e5c5b8d6a84f/7a657272-55ba-4a79-9a2e-f1ed9bc7a528/U7LNEhO
---
 .replit                  | 4 ----
 deployment/cron_train.sh | 2 +-
 2 files changed, 1 insertion(+), 5 deletions(-)

diff --git a/.replit b/.replit
index 095664e..aa41490 100644
--- a/.replit
+++ b/.replit
@@ -30,10 +30,6 @@ externalPort = 3000
 localPort = 45059
 externalPort = 3001
 
-[[ports]]
-localPort = 45559
-externalPort = 4200
-
 [env]
 PORT = "5000"
 
diff --git a/deployment/cron_train.sh b/deployment/cron_train.sh
index 7334208..f32d8e4 100755
--- a/deployment/cron_train.sh
+++ b/deployment/cron_train.sh
@@ -12,7 +12,7 @@ echo "=========================================" >> "$LOG_FILE"
 
 curl -X POST http://localhost:8000/train \
   -H "Content-Type: application/json" \
-  -d '{"max_records": 100000, "hours_back": 24}' \
+  -d '{"max_records": 1000000, "hours_back": 24}' \
   --max-time 300 >> "$LOG_FILE" 2>&1
 
 EXIT_CODE=$?