The government has pledged to ensure an increase in farmers' incomes, which requires both raising productivity and reducing costs, and mechanisation is vital to achieving both, Union Agriculture Minister Shivraj Singh Chouhan said on Friday. He said that GST on agricultural machinery, earlier at 12 per cent and 18 per cent, has now been reduced to 5 per cent.