you can use four or more solvents starting with the non polar to the more polar. you can also use combination of solvents like chloroform and methanol with different ratio
Its purely trail and error based and experience based ....You can take some relative references but as per as my knowledge is concern selection purely based on nature of phytoconstituents to be extracted and their solubility.