Insurance Premium Amount Predictor

The purpose of this model is to predict insurance premiums based on various customer characteristics and policy details. Since the model has been trained on synthetically generated data which simulates real-world scenarios (from a Kaggle competition), the predicted value is not for real world usage, but should rather be leveraged to get an educated assumption. Since insurance premium amount is prone to a lot of risk, we need to collect all your information. Please bear with me and carefully enter your details below:

{{ form.hidden_tag() }}

{{ form.age.label }} {{ form.age }}

{{ form.gender.label }} {{ form.gender }}

{{ form.annual_income.label }} {{ form.annual_income }}

{{ form.marital_status.label }} {{ form.marital_status }}

{{ form.dependents.label }} {{ form.dependents }}

{{ form.education_level.label }} {{ form.education_level }}

{{ form.occupation.label }} {{ form.occupation }}

{{ form.health_score.label }} {{ form.health_score }}

{{ form.location.label }} {{ form.location }}

{{ form.policy_type.label }} {{ form.policy_type }}

{{ form.previous_claims.label }} {{ form.previous_claims }}

{{ form.vehicle_age.label }} {{ form.vehicle_age }}

{{ form.credit_score.label }} {{ form.credit_score }}

{{ form.insurance_duration.label }} {{ form.insurance_duration }}

{{ form.customer_feedback.label }} {{ form.customer_feedback }}

{{ form.smoking_status.label }} {{ form.smoking_status }}

{{ form.exercise_frequency.label }} {{ form.exercise_frequency }}

{{ form.property_type.label }} {{ form.property_type }}

{{ form.year.label }} {{ form.year }} {{ form.day.label }} {{ form.day }} {{ form.month.label }} {{ form.month }}

{{ form.month_name.label }} {{ form.month_name }}

{{ form.day_of_week.label }} {{ form.day_of_week }}

{{ form.contract_length.label }} {{ form.contract_length }}

{{ form.income_per_dependent.label }} {{ form.income_per_dependent }}

{{ form.credit_score_insurance_duration.label }} {{ form.credit_score_insurance_duration }}

{{ form.health_risk_score.label }} {{ form.health_risk_score }}

{{ form.credit_health_score.label }} {{ form.credit_health_score }}

{{ form.health_age_interaction.label }} {{ form.health_age_interaction }}

{{ form.submit(class="btn btn-primary") }}