--- a
+++ b/run_all_benchmarks.py
@@ -0,0 +1,57 @@
+#!/usr/bin/python3
+"""
+This script benchmarks all detectors with both the MIT database and the GU database.
+For the GU database it runs it for both the chest strap and Einthoven II with loose cables.
+You need to download both the MIT arrhythmia database from: https://alpha.physionet.org/content/mitdb/1.0.0/
+and the GU database from: http://researchdata.gla.ac.uk/716/
+Both need to be placed below this directory: "../mit-bih-arrhythmia-database-1.0.0/" for the MITDB and
+and "../dataset_716" for the GU database.
+"""
+import numpy as np
+import pathlib
+from tester_MITDB import MITDB_test
+from tester_GUDB import GUDB_test
+from ecgdetectors import Detectors
+from multiprocessing import Process
+
+# benchmark the detectors with the MIT DB
+do_test_MIT = True
+
+# benchmark the detectors with the GU DB
+do_test_GU  = True
+
+def run_GUDB_tests(leads):
+    # GUDB database testing
+    gu_test = GUDB_test()
+    gu_detectors = Detectors(250)
+    gu_test.classifer_test_all(tolerance=0, config=leads)
+
+def run_MIT_tests():
+    # MIT-BIH database testing
+    mit_test = MITDB_test()
+    mit_detectors = Detectors(360)
+    
+    # test single detector
+    matched_filter_mit = mit_test.single_classifier_test(mit_detectors.matched_filter_detector, tolerance=0)
+    np.savetxt('matched_filter_mit.csv', matched_filter_mit, fmt='%i', delimiter=',')
+
+    # test all detectors on MITDB, will save results to csv, will take some time
+    mit_test.classifer_test_all()
+
+
+if do_test_MIT:
+    pmit = Process(target=run_MIT_tests)
+    pmit.start()
+
+if do_test_GU:
+    pgustrap = Process(target=run_GUDB_tests, args=('chest_strap',))
+    pgustrap.start()
+    pgucables = Process(target=run_GUDB_tests, args=('loose_cables',))
+    pgucables.start()
+
+if do_test_MIT:
+    pmit.join()
+
+if do_test_GU:
+    pgustrap.join()
+    pgucables.join()