Example attention map for SNpP trait for individual accession. The intensity differences were increased for visualization purposes.

Example attention map for SNpP trait for individual accession. The intensity differences were increased for visualization purposes.

Source publication
Article
Full-text available
The chickpea plays a significant role in global agriculture and occupies an increasing share in the human diet. The main aim of the research was to develop a model for the prediction of two chickpea productivity traits in the available dataset. Genomic data for accessions were encoded in Artificial Image Objects, and a model for the thousand-seed w...

Contexts in source publication

Context 1
... attention maps were computed for each individual accession in order to identity SNPs with the largest impact on trait prediction. The individual map (see Figure 8) contains pixels of a high range of intensities, with several comparatively lighter areas containing potentially important SNPs. ...
Context 2
... individual attention map for this model (Figure 11) looked similar to that for the previous one (Figure 8). The gray levels of the pixels varied greatly, and several comparatively brighter islands can be identified that correspond to potentially important SNPs. ...