add simple thresholding script

Author: CarsonDavis

scripts/ej/thresholding.py

@@ -0,0 +1,10 @@
+from create_ej_dump import load_json_file, create_cmr_dict, update_cmr_with_classifications
+
+inferences = load_json_file("cmr-inference.json")
+cmr = load_json_file("cmr_collections_umm_20240807_142146.json")
+
+cmr_dict = create_cmr_dict(cmr)
+
+for threshold in [0.5, 0.6, 0.7, 0.8, 0.9]:
+    predicted_cmr = update_cmr_with_classifications(inferences=inferences, cmr_dict=cmr_dict, threshold=threshold)
+    print(f"Threshold: {int(threshold*100)}%, EJ datasets: {len(predicted_cmr)}")