Trying to save `ndvi_location_1` variable

DengAI Competition
1

Hi Guys,

I was wondering, have someone tried to save the Nan features from the ndvi_ne feature?? I was able to realize 194 values from the ndvi_ne are Nan and I’m not sure to delete all of them because that maybe it can help me to make a more accurate model.

Has someone tried to do the same??

Thank you!!

2

I think we can Impute Nan value with its values mean or with the value that occurs the most.

3

Hi, Kenry

I used KNNRegressor and Linear Regression for imputation ndvi_ne, cause ndvi_ne has decent correlation with others ndvi’s

Bartosz

1 Like