Add interactive predictor.

app.py

@@ -1,6 +1,6 @@
 import marimo
 
-__generated_with = "0.11.4"
+__generated_with = "0.11.6"
 app = marimo.App(width="medium")
 
 
@@ -131,6 +131,40 @@ def _(X_test_priors, pl, y_pred_priors, y_test_priors):
     )
 
 
+@app.cell
+def _(mo):
+    mo.md(r"""# Diabetes Predictor""")
+    return
+
+
+@app.cell
+def _(mo):
+    priors_predict = mo.md(
+        '''
+        Do you suffer from?
+
+        * {high_bp} - High Blood Pressure
+        * {high_chol} - High Cholesterol
+        * {stroke} - Stroke
+        * {heart_disease_or_attack} - Heart Disease or Attack 
+        '''
+    ).batch(high_bp=mo.ui.checkbox(), high_chol=mo.ui.checkbox(), stroke=mo.ui.checkbox(), heart_disease_or_attack=mo.ui.checkbox())
+    priors_predict
+    return (priors_predict,)
+
+
+@app.cell
+def _(bnb, mo, priors_predict):
+    diabetes_or_not = bool(bnb.predict([[i.value for i in priors_predict.values()],]))
+    prediction = None
+    if diabetes_or_not:
+        prediction = mo.md("Diabetes").callout(kind="danger")
+    else: 
+        prediction = mo.md("No Diabetes").callout(kind="success")
+    prediction
+    return diabetes_or_not, prediction
+
+
 @app.cell
 def _():
     return