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April 12, 2017 11:13
If the networks outputs a value under 0.9, the result will be "noMatch", wich means two things : 1- the network wasn't able to classify the input, so it might be a new intent or a random string. 2- If it's a false negative, you need to train the network with more strings After tests, 0.9 seems to be a good value, but it can be changed. I'm working on chatbots ( a lot ) so I'm trying to add my knowledge of the tools needed and the usage of them to make this module a better one.
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1- check my last commit for the context of this
2- the networks ouputs a string of value "noMatch" if it's not confident enough
3- the networks must return a value of 0.9 to be sure that it matches
4- it blocks false positives
5- it might send false negatives but it just means that the networks need more training
6- it's now a more useful module for chatbots maker, but it might not be your goal to make it a tool for them.
So that's your turn now.
Nice work BTW, this is the best NLP module that I found !