/Analysis-of-Sales-Report-of-Clothes-Manufacturing-Outlet

Primary LanguageJupyter NotebookMIT LicenseMIT

Analysis of Sales Report of a Clothes Manufacturing Outlet

  1. Project Motivation
  2. Installation
  3. Data
  4. Implementation
  5. Results

1. Project Motivation

The aim of this project to analysis of sales report of a Clothes Manufacturing Outlet. . And achieve the following goals:

  1. Build a classifier for dress recommendation prediction.
  2. Show the effect of dress attributes on the product price.

2. Installation

  • R
  • R Libraries:
    • readxl
    • plyr
    • caTools
    • e1071
    • caret
    • randomForest

3. Data

The dataset was provided from Simplilearn platform.

4. Implementation

In this project, we built three classifier for dress recommendation prediction by use of Naive Bayes, Random Forest, and Support Vector Machine. Also, we used a Linear regression model to show the effect of dress attributes on the product price.

5. Result

The details of the results show in the code.