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All Projects → AxelAli → DiseaseClassifier

AxelAli / DiseaseClassifier

Licence: other
Using a Naive Bayes Classifier gets possible diseases from symptoms

Programming Languages

python
139335 projects - #7 most used programming language

Labels

healthhealthcaredatasetnaive-bayes-classifierclassification

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Disease Classifier

Using a Naive Bayes Classifier gets possible diseases from symptoms In 12 lines of code

Example Input:

python GuessDisease.py "agitation exhaustion"

Example Output:

('influenza', 0.0)

DATA USED

http://people.dbmi.columbia.edu/~friedma/Projects/DiseaseSymptomKB/index.html

(Dataset.csv is ready to use)(Contains 180 Diferent Diseases and their symptoms)

Requsites

sudo pip install naiveBayesClassifier

Posible Bugs/Errors.

None that im aware of

Thanks to:

https://github.com/muatik/naive-bayes-classifier

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