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| Feature,Importance | |
| Need for Support,15.042222120009678 | |
| Abuse,9.339091080920339 | |
| Recieved Support,8.609839818058818 | |
| Disease before pregnancy,7.739789735173962 | |
| Occupation before latest pregnancy,6.916363177777833 | |
| Relationship with husband,5.745591796059059 | |
| Relationship with the in-laws,4.738359290718423 | |
| Pregnancy plan,4.631541265512134 | |
| Diseases during pregnancy,4.172588378586066 | |
| Education Level,3.7578531376896493 | |
| Major changes or losses during pregnancy,3.240475083352054 | |
| Relationship with the newborn,3.206803010913255 | |
| Occupation After Your Latest Childbirth,3.165537424673844 | |
| Family type,3.1042475378897243 | |
| Relationship between father and newborn,2.619858442319472 | |
| Birth compliancy,2.6094396059930807 | |
| Husband's education level,2.3776932414331537 | |
| History of pregnancy loss,1.905569557292066 | |
| Age,1.70265910653884 | |
| Addiction,1.5443764557280488 | |
| Trust and share feelings,1.5141186964790085 | |
| Number of the latest pregnancy,0.8037974744926686 | |
| Mode of delivery,0.6772867877544034 | |
| Gender of newborn,0.35362388904977343 | |
| Newborn illness,0.2434197533437276 | |
| Breastfeed,0.12825783658171686 | |
| Regular checkups,0.10880298773256568 | |
| Marital status,0.000793307926645032 | |
| Residence,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 | |
| Current monthly income,0.0 | |
| Pregnancy length,0.0 | |
| Age of immediate older children,0.0 | |
| Age of newborn,0.0 | |