Developing a Neural Network Classification Model

AIM

To develop a neural network classification model for the given dataset.

Problem Statement

An automobile company has plans to enter new markets with their existing products. After intensive market research, they’ve decided that the behavior of the new market is similar to their existing market.

In their existing market, the sales team has classified all customers into 4 segments (A, B, C, D ). Then, they performed segmented outreach and communication for a different segment of customers. This strategy has work exceptionally well for them. They plan to use the same strategy for the new markets.

You are required to help the manager to predict the right group of the new customers.

Neural Network Model

Include the neural network model diagram.

DESIGN STEPS

STEP 1:

STEP 2:

STEP 3:

Write your own steps

PROGRAM

Include your code here

Dataset Information

Include screenshot of the dataset

OUTPUT

Training Loss, Validation Loss Vs Iteration Plot

Include your plot here

Classification Report

Include Classification Report here

Confusion Matrix

Include confusion matrix here

New Sample Data Prediction

Include your sample input and output here

RESULT