| { | |
| "omit": [ "zipcode" ] | |
| ,"impute": | |
| [ { "name": "district" , "method": "constant", "value": "south" } | |
| ,{ "name": "numbedrooms" , "method": "constant", "value": 2 } | |
| ,{ "name": "numbathrooms", "method": "constant", "value": 1 } | |
| ,{ "name": "floors" , "method": "constant", "value": 1 } | |
| ,{ "name": "view" , "method": "global_mode" } | |
| ,{ "name": "askingprice" , "method": "global_mean" } | |
| ,{ "name": "sqft" , "method": "global_mean" } | |
| ] | |
| ,"recode": | |
| [ "zipcode", "district", "numbedrooms", "numbathrooms", "floors", "view" ] | |
| ,"bin": | |
| [ { "name": "saleprice" , "method": "equi-width", "numbins": 3 } | |
| ,{ "name": "sqft" , "method": "equi-width", "numbins": 4 } | |
| ] | |
| ,"dummycode": | |
| [ "district", "numbathrooms", "floors", "view", "saleprice", "sqft" ] | |
| } |