In addition, to fine-tune and evaluate models in experiment 2 (see section 5.4), we sample smallscale sets with a higher proportion (1%) of cognates, presented in Table 3, SAMI-FT and SAMI-FT-TEST.
we implemented the model using the Keras library with Tensorflow backend 4 .