Most likely the problem is there.
Also check the compressor for overheating. If it's too hot - turn the fridge off for a few hours to cool down the compressor.
Check the condenser fan motor and clean the condenser coil.
- The part number for the starter is
AP3837323
- The part number for the capacitor is
AP3267242
Gene.