Human Development Index (HDI) of Jawa Timur, Indonesia (Jawa Timur Indeks Pembangunan Manusia (IPM)) – Final Full Version

Full paper (ACADEMIA)
Human Development Index (HDI) of Jawa Timur, Indonesia (Jawa Timur Indeks Pembangunan Manusia (IPM)) – Final Full Version

Abstract
Human Development Index (HDI) classification or clustering refers to application of machine learning techniques to study trends between variables of collected statistical data. In this paper we explore different classification and clustering methods to the dataset originally from survey to categorize geographical area (cities) based on four level of development. We use data from Badan Pusat statistiks of Indonesia 2004-2012; we use sample of 342 out of 22,366 full data. If you are looking about how machine learning techniques is used in social sciences then you are in the right track; we hope through this paper you will get to know the way out.

Jawa Timur Indeks Pembangunan Manusia (IPM) Human Development Index (HDI) of Jawa Timur, Indonesia – Introduction

Introduction: Human Development Index
The Human Development Index (HDI) is a composite statistic of life expectancy, education, and per capita income indicators, which are used to rank countries into four tiers of human development.
Four tiers of human development; very high, high, medium, and low human development.
Indeks Pembangunan Manusia (IPM)