From 53d0d4441e0f27f9b58d9b3ef98a14ce1dc86bd4 Mon Sep 17 00:00:00 2001
From: tomrink <rink@ssec.wisc.edu>
Date: Thu, 11 Jan 2024 15:19:19 -0600
Subject: [PATCH] snapshot...
---
.../deeplearning/cloud_fraction_fcn_abi.py | 22 ++++++++++++++++---
1 file changed, 19 insertions(+), 3 deletions(-)
diff --git a/modules/deeplearning/cloud_fraction_fcn_abi.py b/modules/deeplearning/cloud_fraction_fcn_abi.py
index 3c1b2811..04ca65b9 100644
--- a/modules/deeplearning/cloud_fraction_fcn_abi.py
+++ b/modules/deeplearning/cloud_fraction_fcn_abi.py
@@ -1374,14 +1374,30 @@ def analyze_5cat(file):
# Fig, ax = plt.subplots()
-# lbls = lbls.flatten()
-# pred = pred.flatten()
-# cld_prob = cld_prob.flatten()
+# import numpy as np
+# tup = np.load('/Users/tomrink/cld_frac_viirs.npy', allow_pickle=True)
+# lbls = tup[0].flatten()
+# pred = tup[1].flatten()
+# bt = tup[2].flatten()
+# refl = tup[3].flatten()
+# refl_rng = tup[4].flatten()
+# refl_std = tup[5].flatten()
+# cld_prob = tup[6].flatten()
# cat_0 = lbls == 0
# cat_1 = lbls == 1
# cat_2 = lbls == 2
# cat_3 = lbls == 3
# cat_4 = lbls == 4
+# cat_0_hit = (lbls == 0) & (pred == 0)
+# cat_1_hit = (lbls == 1) & (pred == 1)
+# cat_2_hit = (lbls == 2) & (pred == 2)
+# cat_3_hit = (lbls == 3) & (pred == 3)
+# cat_4_hit = (lbls == 4) & (pred == 4)
+# cat_0_miss = (lbls == 0) & (pred != 0)
+# cat_1_miss = (lbls == 1) & (pred != 1)
+# cat_2_miss = (lbls == 2) & (pred != 2)
+# cat_3_miss = (lbls == 3) & (pred != 3)
+# cat_4_miss = (lbls == 4) & (pred != 4)
# plt.hist(cld_prob[cat_0], log=True, histtype='step', linewidth=1.4, color='blue', label='CLR')
# plt.hist(cld_prob[cat_1], log=True, histtype='step', linewidth=1.4, color='orange', label='1/4')
# plt.hist(cld_prob[cat_2], log=True, histtype='step', linewidth=1.4, color='green', label='1/2')
--
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