Create predict.html

templates/predict.html

@@ -0,0 +1,20 @@
+{% extends "base.html" %}
+{% block title %}Predict House Price{% endblock %}
+{% block content %}
+  <h2>Predict House Price</h2>
+  <form method="POST" class="form-box">
+    <input type="text" name="longitude" placeholder="Longitude" required><br>
+    <input type="text" name="latitude" placeholder="Latitude" required><br>
+    <input type="text" name="housing_median_age" placeholder="Housing Median Age" required><br>
+    <input type="text" name="total_rooms" placeholder="Total Rooms" required><br>
+    <input type="text" name="total_bedrooms" placeholder="Total Bedrooms" required><br>
+    <input type="text" name="population" placeholder="Population" required><br>
+    <input type="text" name="households" placeholder="Households" required><br>
+    <input type="text" name="median_income" placeholder="Median Income" required><br>
+    <input type="text" name="rooms_per_household" placeholder="Rooms per Household" required><br>
+    <button type="submit">Predict</button>
+  </form>
+  {% if prediction %}
+    <h3 class="result">Predicted Price: {{ prediction }}</h3>
+  {% endif %}
+{% endblock %}