uclassify
v1.0.0
Published
A node module for accessing uclassify api (A free machine learning web service where you can easily create and use text classifier).
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uClassify
A node module for accessing uclassify api (A free machine learning web service where you can easily create and use text classifier).
var analytics = require('uclassify');
var analysis = new analytics("read_api_key","write_api_key");// The read and write api key can be obtained by creating an uclassify account in the https://www.uclassify.com for free..
//they provide 500 request for free daily..
//Ex: Here shown is a short news data that is being passed on and the response is as shown..
analysis.news_classifier({"data":["Genetic Factors May Contribute to Adverse Effects Produced by Synthetic Cannabinoids"]},function(err,data){
if(err){console.log(err);
}
else{
console.log(data);
}
});
//Response:
/*
[
{
"textCoverage": 0.818182,
"classification": [
{
"className": "Business",
"p": 7.29068e-7
},
{
"className": "Entertainment",
"p": 2.3082e-7
},
{
"className": "Fashion",
"p": 2.86937e-7
},
{
"className": "Finance",
"p": 2.72049e-7
},
{
"className": "Food",
"p": 0.0000305918
},
{
"className": "Global",
"p": 4.29919e-7
},
{
"className": "Health",
"p": 0.999962
},
{
"className": "Home",
"p": 0.00000118741
},
{
"className": "Men",
"p": 0.00000209058
},
{
"className": "Parents",
"p": 4.27748e-7
},
{
"className": "Sports",
"p": 2.48894e-7
},
{
"className": "Technology",
"p": 3.53696e-7
},
{
"className": "US",
"p": 8.36654e-7
},
{
"className": "Women",
"p": 3.83611e-7
}
]
}
]
*/
Setting up
Install with npm
npm install uclassify
uclassify also supports:
- attitude_analysis
- news_classifier
- gender_classifier
- age_analysis
- tone_analysis
- subject_classifier
- society_categ_analysis
- language_analysis
- sentiment_analysis
- mood_analysis
Important Notes:
- Its is an asynchronous one so use it accordingly.
- For further details refer https://www.uclassify.com