Showing posts with label LogisticRegression. Show all posts
Showing posts with label LogisticRegression. Show all posts

Thursday, June 21, 2018

Simple analysis workflow to data about default of credit card clients

Abstract

These days I had opportunity of reading some papers about finance data analysis, meaning credit score, default rate and so on. Personally, I want to tackle with cutting-edge way as soon as possible. But, it is important to see from basic flow on this kind of case. So, here, on this article, I'll follow the basic work flow like univariate analytics with Logistic Regression.
To focus on basic flow and some characteristics, I'll ignore some manner to the data and modeling.
This article more or less follows the chapter 2 and 3 of the following article.

Friday, June 16, 2017

Basic classification example by logistic regression

Basic classification example

Overview

I make classification model of free wine data, following how to deal with it step by step.