Melting Point MP

kNN

K-Nearest Neighbors Approach

k-Nearest Neighbors model to predict the melting point

k-nearest-neighbors model based on the Jaccard metric in the space of atom-centered fragment (ACF) counts, unit °C

curated dataset of Bradley et al.

17,659 datapoints

A leave-one-out cross-validation was performed to evaluate the developed model.