Table 1 Accuracy for LOO to predict the type of whisky (American or Scotch) using OWSum

From: Odor prediction of whiskies based on their molecular composition

Model

Features

ACC [%]

OWSum (CP1, same-weighted)

Descriptors

93.75

OWSum (CP2, same-weighted)

Descriptors

81.25

OWSum (CP1, tf-idf-weighted)

Molecules

100

OWSum (CP2, tf-idf-weighted)

Molecules

100