/simple-disease-predication

Primary LanguageHTML

Disease Prediction

Gives the probable diagnosis after entering the symptoms

Model

The data set has 132 symptoms which lead to the cause of 41 diseases.

RFC

clf_rf = RandomForestClassifier(random_state=43)
clr_rf = clf_rf.fit(x_train,y_train)

Accuracy

The model has an accuracy of 97.62%

Flask

POST method

    if request.method=='POST':
        col=x_test.columns
        inputt = [str(x) for x in request.form.values()]

        b=[0]*132
        for x in range(0,132):
            for y in inputt:
                if(col[x]==y):
                    b[x]=1

HTML

Jinja

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