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)
Introduction : Dimensions and calculation, New method (2010)
Life Expectancy Index (LEI), a long and healthy life
Education Index (EI), knowledge
Mean Years of Schooling Index (MYSI)
Expected Years of Schooling Index (EYSI)
Income Index (II), a decent standard of living
Project Objective
Using machine learning technique to learn HDI indicators of Indonesia provinces(Jawa Timur) then map each into appropriate category/class according UNDP standard
Methodology
For the nature of the dataset and project itself KDD(knowledge discovery in databases)[1] suitable as methodology
Four tiers of human development [1]; very high, high, medium, low
60.00 – 64.99 is class LOW
65.00 – 69.99 is class MEDIUM
70.00 – 74.99 is class HIGH
75.00 – above is class VERY HIGH
Slide presentation :
Human Development Index – HDI – IPM
Kholed Langsari 