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. 2018 Jan 18;14:6. doi: 10.1186/s13007-018-0273-z

Table 3.

Performance when training and testing on different datasets.

Training data Testing data AbsCountDiff CountDiff MSE R2 Agreement (%)
Ara2013-Canon Ara2012 5.45 (2.04) - 5.45 (2.04) 33.9 - 4.79 0
Ara2012 Ara2013-Canon 5.39 (1.99) 5.39 (1.99) 33.13 - 6.15 0
S12 Ara2012 1.38 (1.03) - 0.25 (1.7) 2.97 0.42 22
S12 Ara2013-Canon 1.82 (1.38) 0.46 (2.24) 5.25 - 0.33 20

Training on a single dataset of synthetic rosettes performs significantly better than training on a dataset of real rosettes with a different distribution of phenotypes