Update README.md

README.md

@@ -9,18 +9,22 @@ The Wikipedia Corpus is an open source dataset specifically designed for use in
 
 | chance of being  | %     |
 |------------------|-------|
-| normal sentences | >=98% |
-| manipulation     | <=2%  |
+| normal sentences | >=2% |
+| manipulation     | <=98%  |
 
-*Please consider 2/100 * 1/100  which is 0.0002%*
+each time with random function we create a new random number for each line (in this case wiki pedia article).
+we will leave >=2% of the data untouched, to teach the  model, not to "overact" on the texts.
+
+
+*Please consider 98/100 * 1/100  which is 0.0098%*
 
 | chance of manipulation for each function | % |
 |------------------------------------------|---|
-| `delete_word` function  | 1% (0.0002% overall)  |
-| `delete_characters` function  | 1% (0.0002% overall)  |
-| `insert_characters` function  | 1% (0.0002% overall)  |
-| `replace_characters` function  | 1% (0.0002% overall)  |
-| `swap_characters_case` function  | 1% (0.0002% overall)  |
+| `delete_word` function  | 99.999% (97.99% overall)  |
+| `delete_characters` function  | 99.999% (97.99% overall)  |
+| `insert_characters` function  | 99.999% (97.99% overall)  |
+| `replace_characters` function  | 99.999% (97.99% overall)  |
+| `swap_characters_case` function  | 99.999% (97.99% overall)  |
 
 
 ## Purpose