VIDHI PATEL

VIDHI PATEL 04.10.2024

MACHINE LEARNING : MID-TERM PROJECT 2

MULTICLASS CLASSIFICATION

DATASET DESCRIPTION

The wine quality dataset is intriguing due to its diverse variables, including chemical properties like acidity and pH, which affect wine quality. It offers insights into the intricate relationship between these factors and perceived quality, essential for wine enthusiasts and industry professionals alike. On the other hand, the E-Commerce Shipping Data provides valuable insights into logistics, customer behavior, and operational efficiency in the booming online retail sector. Understanding shipping patterns, delivery times, and customer satisfaction metrics can greatly enhance e-commerce strategies, making this dataset a rich resource for businesses and analysts alike.

LOGISTIC REGERESSION:

I have use logistic regression in the dataset

NEURAL NETWOKS:

MODEL TRAINING FOR LOGISTIC REGERESSION:

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Description‫المملكة العربية السعودية‬ ‫وزارة التعليم‬ ‫الجامعة السعودية اإللكترونية‬ Kingdom of Saudi Arabia Ministry of Education Saudi

Description ‫المملكة العربية السعودية‬ ‫وزارة التعليم‬ ‫الجامعة السعودية اإللكترونية‬ Kingdom of Saudi Arabia Ministry of Education Saudi Electronic University College of Administrative and Financial Sciences Assignment 1 Project Management (MGT 323) Due Date: 05/10/2024 @ 23:59 Course Name: Project Management Student’s Name: Course Code: MGT323 Student’s ID Number: Semester: First