snapshot...

modules/icing/pirep_goes.py

@@ -1795,6 +1795,8 @@ def analyze(preds_file, test_file='/Users/tomrink/data/icing_ml/tiles_2021092400
     print('Icing:          ', np.histogram(nda[iint == 1], bins=5)[0])
     print('---------------------------')
 
+    print('No Icing(Negative): mean cld_dz, cld_hgt')
+    print('Icing(Positive):         ",          "')
     print('level 0: ')
     print(np.nanmean(cld_dz[(nda == 0) & (iint == 0)]), np.nanmean(cld_hgt[(nda == 0) & (iint == 0)]))
     print(np.nanmean(cld_dz[(nda == 0) & (iint == 1)]), np.nanmean(cld_hgt[(nda == 0) & (iint == 1)]))
@@ -1832,10 +1834,12 @@ def analyze(preds_file, test_file='/Users/tomrink/data/icing_ml/tiles_2021092400
     false_ice = (labels == 0) & (preds == 1)
 
     print('Total (Positive/Icing Prediction: ')
-    print('True icing:                   ', np.histogram(nda[true_ice], bins=5)[0])
+    print('True icing:                         ', np.histogram(nda[true_ice], bins=5)[0])
     print('-------------------------')
-    print('False icing (False Positive/Alarm):    ', np.histogram(nda[false_ice], bins=5)[0])
+    print('False icing (False Positive/Alarm): ', np.histogram(nda[false_ice], bins=5)[0])
     print('By flight level:')
+    print('No Icing(Negative): mean cld_dz, cld_hgt')
+    print('Icing(Positive):         ",          "')
     print('level 0: ')
     print(np.nanmean(cld_dz[(nda == 0) & false_ice]), np.nanmean(cld_hgt[(nda == 0) & false_ice]))
     print(np.nanmean(cld_dz[(nda == 0) & true_ice]), np.nanmean(cld_hgt[(nda == 0) & true_ice]))
@@ -1866,9 +1870,9 @@ def analyze(preds_file, test_file='/Users/tomrink/data/icing_ml/tiles_2021092400
     false_no_ice = (labels == 1) & (preds == 0)
 
     print('Total (Negative/No Icing Prediction: ')
-    print('True no icing:         ', np.histogram(nda[true_no_ice], bins=5)[0])
+    print('True no icing:                             ', np.histogram(nda[true_no_ice], bins=5)[0])
     print('-------------------------')
-    print('* False no icing (False Negative/Miss) *: ', np.histogram(nda[false_no_ice], bins=5)[0])
+    print('* False no icing (False Negative/Miss) *:  ', np.histogram(nda[false_no_ice], bins=5)[0])
     print('-------------------------')
 
     print('level 0: ')