Boxplots of the yield distributions by cultivar in Saldaña.

<p>(a) Cluster 2 and (b) cluster 10. Cultivars are sorted from left to right in decreasing order of yield median value. Lowercase letters above the boxplots show the results of the Kruskal-Wallis test, with statistically similar cultivars grouped by the same letter.</p

Boxplots of conditional permutation based VI scores using CIF for specific cultivars.

<p>In Saldaña for (a) cultivars F733 and (b) F60, and in Villavicencio for (c) cultivar F174. Lowercase letters to the right of the boxplots show the results of the Kruskal-Wallis test, with statistically similar variables grouped by the same letter.</p

Location map of the study areas.

<p>Location map of the study areas.</p

List of the variables used in the models.

<p>List of the variables used in the models.</p

Variables importance of CIF models including all cultivars.

<p>(a) Saldaña and (b) Villavicencio. Lowercase letters to the right of the boxplots show the results of the Kruskal-Wallis test, with statistically similar variables grouped by the same letter</p

Comparison of regression methods relative to their ability to handle different types of data problems.

<p>Comparison of regression methods relative to their ability to handle different types of data problems.</p

Partial dependence plots of the most relevant predictors.

<p>(a) Saldaña-F733, (b) Saldaña-F60 and (c) Villavicencio-F174. Tick marks represent individual observations.</p

Summary of the variability observed among all cropping events between 2007 and 2014 in each site.

<p>Summary of the variability observed among all cropping events between 2007 and 2014 in each site.</p

CIF Models inputs and results.

<p>CIF Models inputs and results.</p

Summary of data sources for cropping events.

<p>Summary of data sources for cropping events.</p