just few lines get 0.73 lb 'n' 0.74 p lb,

import pandas as pd

df = pd.read_csv( "./SampleSubmission.csv" )

df['crop_type_cocoa'] = 0.75

df['crop_type_oil'] = 0.125

df['crop_type_rubber'] = 0.125

df.to_csv( "./submission.csv", index =False )

I trained submission model with balanced weights on loss but private data with highly unbalance with log_loss to evaluation ( which don't care about minor class )

@Jackline