I have a data set which is distributed across various web services. The problem statement given to me is1) Is it possible to determine which pregnant women are prone to an abortion?2) Is it possible to determine which pregnant women are least likely to go to a hospital for delivery?3) Is is possible to determine which pregnant women are most likely to give birth to an under weight child?I have made a comprehensive list of all the web services and the attributes within and it is given below:1) District in State-- State Code-- District Code-- District Name-- MDDS Code2) Sub-District in State-- State Code-- District Code-- Sub-district Code-- Sub-district Code Name3) All Villages in State-- State Code-- District Code-- Village Code-- Village Name-- MDDS Code4) Health Blocks in State-- Health Block ID-- Health Block Name-- District ID-- Taluka ID-- MDDS Code5) Health Facility in State-- Health Facility ID-- Health Facility Name-- District ID-- Taluka ID-- Health Block ID-- Type of Health Facility6) Health Sub-Facility in State-- Health Sub-Facility ID-- Health Sub-Facility Name-- District ID-- Taluka ID-- Health Facility ID7) Village Record-- State Code-- District Code-- Health Block Code-- H.F. Code-- H.S.F Code-- Village Code-- Village Population-- Eligible Couple-- Estimated Pregnant Women-- Estimated Infant8) National Health Mission Detail-- State Code-- District Code-- State Name-- District Name-- Rural/Urban-- H.B. Code-- H.B. Name-- H.F. Code-- H.F Type-- PHC Name-- Village Code-- Village Name-- Name-- Contact Aadhar No.9) Mother Registration Details-- Village Code-- Mobile Number-- Financial Year-- Registration No.-- Name-- Husband Name-- Wife Age-- Address-- Expected Date of Delivery-- White Blood Cell Count-- Last Menstrual Period Date-- Is Pregnant?-- Caste-- Religion-- Visit Date-- Aadhar No.Abbreviations used:1) H.B. - Health Block2) H.F. - Health Facility3) H.S.F - Health Sub-Facility 4) P.H.C. - Primary Healthcare In terms of a political entity, a state is any politically organized community living under a single system of government.A district is a type of administrative division that, in some countries, is managed by local government.As per the problem statement I get an intuition that it is a classification problem but the data set lacks output variable. What other kinds of ML algorithms could be applied to this data? Does the data makes any sense? Do I need additional attributes? What kind of data analysis could be performed and the intuition behind it?
Which machine learning algorithm I can apply on my data set? What kind of data analysis should be performed?
machine learning;python;r;data mining;predictive modeling