ppd-risk-api / artifacts_final /feature_importance.csv
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Feature,Importance
Need for Support,16.03151314931186
Recieved Support,9.458999473184454
Abuse,9.107785402592787
Disease before pregnancy,7.294452114554352
Relationship with husband,6.0509657307778895
Relationship with the in-laws,5.189379753661228
Relationship with the newborn,4.336100651009889
Pregnancy plan,4.3125901945949145
Occupation before latest pregnancy,4.107110302089471
Relationship between father and newborn,3.9730752299734604
Occupation After Your Latest Childbirth,3.7715539729894223
Education Level,3.6722216949108883
Family type,3.4068318708659717
Diseases during pregnancy,3.3068143153502882
Major changes or losses during pregnancy,3.1524422367765585
Husband's education level,3.1495599239607577
Age,1.8596399705671582
History of pregnancy loss,1.4930131445463277
Birth compliancy,1.4779458513868304
Addiction,1.4687595890505514
Trust and share feelings,1.3324338073397837
Number of the latest pregnancy,1.0195018231989033
Gender of newborn,0.49860374672472896
Breastfeed,0.2521193151745318
Newborn illness,0.16150805727639697
Mode of delivery,0.08866141423759216
Marital status,0.026417263892971922
Residence,0.0
Current monthly income,0.0
Number of household members,0.0
Monthly income before latest pregnancy,0.0
Husband’s monthly income,0.0
Total children,0.0
Regular checkups,0.0
Pregnancy length,0.0
Age of immediate older children,0.0
Age of newborn,0.0