From fab0d2606d1672afa25e1372419eda9a614cf0a7 Mon Sep 17 00:00:00 2001
From: ShawnHymel <hymelsr@vt.edu>
Date: Fri, 8 May 2020 15:22:23 -0500
Subject: [PATCH] Trained MD model for deployment

---
 .../http_server_anomaly_detection_md.py         |   6 +++---
 .../models/md_model_test-deploy.npz             | Bin 616 -> 576 bytes
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/mahalanobis_distance/http_server_anomaly_detection_md.py b/mahalanobis_distance/http_server_anomaly_detection_md.py
index ccd6d3b..d505522 100644
--- a/mahalanobis_distance/http_server_anomaly_detection_md.py
+++ b/mahalanobis_distance/http_server_anomaly_detection_md.py
@@ -14,9 +14,9 @@
 # Settings
 DEFUALT_PORT = 1337
 MODELS_PATH = 'models'
-MD_MODEL_FILE = 'md_model_test_01'  # .npz will be added
+MD_MODEL_FILE = 'md_model_test-deploy'  # .npz will be added
 MAX_MEASUREMENTS = 128      # Truncate measurements to this number
-ANOMALY_THRESHOLD = 14.0    # An MD over this will be considered an anomaly
+ANOMALY_THRESHOLD = 9.0    # An MD over this will be considered an anomaly
 
 # Global flag
 server_ready = 0
@@ -166,4 +166,4 @@ def is_stopped(self):
 print('Server shutting down')
 server.shutdown()
 server_thread.stop()
-server_thread.join()
\ No newline at end of file
+server_thread.join()
diff --git a/mahalanobis_distance/models/md_model_test-deploy.npz b/mahalanobis_distance/models/md_model_test-deploy.npz
index 99f93d7dab4f896260de35c7cfc30bc0f55c2e9f..3fc4d80b7a5b0d7dcf2c6e7e570402ae44290403 100644
GIT binary patch
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A6aWAK

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