Update RGBI model stats

Calculation is now consistent with RGB model calculations
HakaiInstitute · Apr 16, 2024 · 8ef8ad4 · 8ef8ad4
1 parent 1a8c390
commit 8ef8ad4
Showing 1 changed file with 21 additions and 18 deletions.
diff --git a/docs/about.md b/docs/about.md
@@ -251,25 +251,25 @@ $$
 
         | Class    |    IoU | Precision | Recall | Accuracy |
         |:---------|-------:|----------:|-------:|---------:|
-        | Kelp     | 0.6615 |    0.7494 | 0.8586 |        - |
-        | Not Kelp | 0.9823 |    0.9961 | 0.9860 |        - |
-        | *Mean*   | 0.8219 |    0.8727 | 0.9223 |   0.9223 |
+        | Kelp     | 0.7093 |    0.7669 | 0.9039 |        - |
+        | Not Kelp | 0.9867 |    0.9968 | 0.9898 |        - |
+        | *Mean*   | 0.8480 |    0.8818 | 0.9469 |   0.9872 |
 
     === "Validation split"
 
         | Class    |    IoU | Precision | Recall | Accuracy |
         |:---------|-------:|----------:|-------:|---------:|
-        | Kelp     | 0.7694 |    0.8706 | 0.9211 |        - |
-        | Not Kelp | 0.9877 |    0.9959 | 0.9946 |        - |
-        | *Mean*   | 0.8786 |    0.9333 | 0.9579 |   0.9552 |
+        | Kelp     | 0.7756 |    0.8607 | 0.8925 |        - |
+        | Not Kelp | 0.9882 |    0.9929 | 0.9953 |        - |
+        | *Mean*   | 0.8819 |    0.9268 | 0.9439 |   0.9889 |
 
     === "Train split"
 
         | Class    |    IoU | Precision | Recall | Accuracy |
         |:---------|-------:|----------:|-------:|---------:|
-        | Kelp     | 0.9316 |    0.9672 | 0.9925 |        - |
-        | Not Kelp | 0.9986 |    0.9999 | 0.9991 |        - |
-        | *Mean*   | 0.9651 |    0.9836 | 0.9958 |   0.9882 |
+        | Kelp     | 0.7523 |    0.8932 | 0.8259 |        - |
+        | Not Kelp | 0.9894 |    0.9931 | 0.9963 |        - |
+        | *Mean*   | 0.8709 |    0.9111 | 0.9432 |   0.9901 |
 
 **Kelp (species)**
 
@@ -308,25 +308,28 @@ $$
 
         | Class    |    IoU | Precision | Recall | Accuracy |
         |:---------|-------:|----------:|-------:|---------:|
-        | Macro    | 0.5788 |    0.6109 | 0.5897 |        - |
-        | Nereo    | 0.6782 |    0.7149 | 0.7090 |        - |
-        | *Mean*   | 0.6285 |    0.6629 | 0.6494 |   0.8242 |
+        | Nereo    | 0.6481 |    0.7492 | 0.8263 |        - |
+        | Macro    | 0.7137 |    0.7470 | 0.9413 |        - |
+        | Not Kelp | 0.9867 |    0.9968 | 0.9898 |        - |
+        | *Mean*   | 0.7828 |    0.8310 | 0.9191 |   0.9867 |
 
     === "Validation split"
 
         | Class    |    IoU | Precision | Recall | Accuracy |
         |:---------|-------:|----------:|-------:|---------:|
-        | Macro    | 0.8158 |    0.8527 | 0.8762 |        - |
-        | Nereo    | 0.8344 |    0.9516 | 0.9344 |        - |
-        | *Mean*   | 0.8251 |    0.9022 | 0.9053 |   0.8898 |
+        | Nereo    | 0.6159 |    0.7590 | 0.7632 |        - |
+        | Macro    | 0.4119 |    0.4713 | 0.4337 |        - |
+        | Not Kelp | 0.9882 |    0.9929 | 0.9953 |        - |
+        | *Mean*   | 0.6720 |    0.7410 | 0.7307 |   0.9882 |
 
     === "Train split"
 
         | Class    |    IoU | Precision | Recall | Accuracy |
         |:---------|-------:|----------:|-------:|---------:|
-        | Macro    | 1.0000 |    1.0000 | 1.0000 |        - |
-        | Nereo    | 1.0000 |    1.0000 | 1.0000 |        - |
-        | *Mean*   | 1.0000 |    1.0000 | 1.0000 |   1.0000 |
+        | Nereo    | 0.6626 |    0.7580 | 0.8411 |        - |
+        | Macro    | 0.6299 |    0.6862 | 0.7381 |        - |
+        | Not Kelp | 0.9894 |    0.9963 | 0.9931 |        - |
+        | *Mean*   | 0.7607 |    0.8135 | 0.8574 |   0.9898 |
 
 **Mussels (presence/absence)**