Interpretable machine learning methods to explain on-farm yield variability of high productivity wheat in Northwest India - Nayak, Hari Sankar; Silva, João Vasco; Parihar, Chiter Mal; Krupnik, Timothy J.; Sena, Dipaka Ranjan; Kakraliya, Suresh K.; Jat, Hanuman Sahay; Sidhu, Harminder Singh; Sharma, Parbodh C.; Jat, Mangi Lal; Sapkota, Tek B. (Field crops research, 2022)
Keywords: Accumulated local effect plot; Big data; crop residue management; disease control; disease incidence; farmers; fertilizer rates; georeferencing; India; Indo-Gangetic Plain; Interaction strength; Partial dependency plot; Quantile regression; Random forest; solar radiation; Variable importance; wheat; Indo-Gangetic Plain; India; Interaction strength; Variable importance; Random forest; Big data; Partial dependency plot; Quantile regression; Accumulated local effect plot