Clear main, cross-validation Methods.

Clear main, cross-validation Methods.

Optimise Text_clear Method.

1) read entities from Db
2) read tags - entities into entity_tags DICT
3) Chaned Clasifier into naive Bayes
4) Into classify- Method add 'entity_id' int field to increase tag likelihood.

1) read entities from Db
2) read tags - entities into entity_tags DICT
3) Chaned Clasifier into naive Bayes
4) Into classify- Method add 'entity_id' int field to increase tag likelihood.

Change Methods teach_model and tag_accordance

teg_accordance =>> tag_accordance

(but in main not in Class)

1) Find empty tags.
2) Find very frequent words
3) Make word frequency distribution
4) Find uncommon words

Parser & loader.

- info .txt
- Frequency_matrix.csv -- model matrix
- Dictionary.txt
- tags.txt

Changed into accordance list binary string data -> string data

Changed into accordance list binary string data -> string data