Figure 6
From: Identifying links between monsoon variability and rice production in India through machine learning
Accumulated Local Effects (ALE) plots of the harvested area anomaly response model for each predictor variable. 100 random forest models were run with different seeds, solid black lines represent mean ALE and ribbons represent 95th percentile ALE. Histograms show the distribution of the 98th percentile of predictor data in the original full dataset prior to sub-sampling for the random forest modelling. Note that y-axis ALE values are contingent on input data and are not directly comparable. Y axis scale varies between each sub-plot to highlight response curve shapes.
