+1 (415) 644 5123
+44 1253 335595
+91 9875 492266
Sahana
Pune
,
India
Expert Data scientist with experience of model building and Azure also.
18291.2 USD / Year
-
Notice Period: Days
2 Years
Skills
Positions
Portfolio Projects
Description
- This was the multiclass classification problem to find out the reason for mis paid amount paid to the patients.
- Build the 2-stage model.
- Level 1 model- To find the 2 main reasons for mis paid claims.
- Level 2 model- To find the sub reason for the main reasons.
- Build and deployed the model, this model helped to find out the areas which are prone to error and need focus on.
Description
- Cleaned the data using Regular Expression, Removed Stop words from text, Converted Categorical values to numerical using dummy encoder.
- Used stemming to convert data to base form.
- I used the Naïve Bayes Classifier model and got the accuracy score about 0.98.
- Techniques - NLP, Python.
Verifications
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Phone Verified
Preferred Language
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English - Fluent
Available Timezones
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