TY - JOUR AU - van Bemmelen van der Plaat, Artur AU - van Treuren, Rob AU - van Hintum, Theo J. L. PY - 2021 DA - 2021/03/31 TI - Reliable genomic strategies for species classification of plant genetic resources JO - BMC Bioinformatics SP - 173 VL - 22 IS - 1 AB - To address the need for easy and reliable species classification in plant genetic resources collections, we assessed the potential of five classifiers (Random Forest, Neighbour-Joining, 1-Nearest Neighbour, a conservative variety of 3-Nearest Neighbours and Naive Bayes) We investigated the effects of the number of accessions per species and misclassification rate on classification success, and validated theirs generic value results with three complete datasets. SN - 1471-2105 UR - https://doi.org/10.1186/s12859-021-04018-6 DO - 10.1186/s12859-021-04018-6 ID - van Bemmelen van der Plaat2021 ER -