From 39e6f313e23cb1f1f86d1427345269c01b0ebf53 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Tue, 27 Apr 2021 11:48:42 -0500
Subject: [PATCH] initial commit

---
 modules/deeplearning/icing_cnn.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/modules/deeplearning/icing_cnn.py b/modules/deeplearning/icing_cnn.py
index 6ff32522..7b209117 100644
--- a/modules/deeplearning/icing_cnn.py
+++ b/modules/deeplearning/icing_cnn.py
@@ -206,15 +206,15 @@ class IcingIntensityNN:
         label = np.where(label == -1, 0, label)
 
         # binary, two class
+        #label = np.where(label != 0, 1, label)
+        #label = label.reshape((label.shape[0], 1))
+
+        keep = (label == 0) | (label == 3) | (label == 4) | (label == 5) | (label == 6)
+        data = data[keep,]
+        label = label[keep]
         label = np.where(label != 0, 1, label)
         label = label.reshape((label.shape[0], 1))
 
-        # keep = (label == 0) | (label == 3) | (label == 4) | (label == 5) | (label == 6)
-        # data = data[keep,]
-        # label = label[keep]
-        # label = np.where(label != 0, 1, label)
-        # label = label.reshape((label.shape[0], 1))
-
         if CACHE_DATA_IN_MEM:
             self.in_mem_data_cache[key] = (data, label)
 
-- 
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