The recent economic downturn in the agricultural sector that started 2013 has caused some concerns for farmers’ repayment capacity, which raises need precise prediction of financial stress sector. Machine learning been shown to improve predictions with large data, however, its application remains limited In this study, we approximate by loan delinquency, and predict it employing a logistic regr...