Features:
* from empty DB to fully functional (no manual data entry)
* No code should contain hard coded value refrencing categories
* Easy way to define where search should put results default (in a category or in the uncategorized)
* Ability for user to say they think the categorization is incorrect (if enough users say this it should be moved to the new category)
* Store all SVM results int he database
* a way to visualize the distances between the categories..
* how many categorizations per category have been correct or incorrect
* a way to start over the correct and incorrect after generating new SVM models
* SVM weighting with C towards the positive examples
* a way to let a user create their own account and their own categories to manage themselves
* When administrator is adding a URL to crawl. Should be able to pick depth to crawl and default category that all results will be placed in.
* Search entire database or by category using Lucecne
* Ability to add single page to a category
* More administration features
* Ability to start or stop auto categorization
* caching the front page
* Text2SVM integration
* Text2SVM configuration file
* ability to create the SVM categories from the web as administrator
* create only the dictionary and store it as one function
* use stored dictionary to create all needed spaces for SVM models
* ability to distinguish between multiple categories instead of single boolean.
Bugs:
* If the user chooses to move a page from one category to another but doesn't choose a new category it should do nothing and give them an error.
* Crawling from the web doesn't work anymore
* SVM first word spacing?? with the first character removal??? is this still a bug?
* Counts for the categories should be switch to be autocounted
* Text2SVM runs out of memory on large examples
* front page loads to slowly
* categories are manually counted let MYSQL do the counting!
