Essays about: "one-hot representation"

Found 2 essays containing the words one-hot representation.

1. 1. Benchmarking Machine Learning Methods for Peptide Activity Predictions

   University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

   Author : Boel Knutson; Lida Meskini Moudi; [2022-10-14]
   Keywords : Drug discovery; peptide; classification; molecular representation; Z-scales; pseudo amino acid composition; one-hot representation; random forests; support vector machines;

   Abstract : One of the main challenges in the drug discovery process is to find a suitable compound for further analysis. The compound must affect the target relevant for the specific disease, while at the same time have desired properties to make it a safe and efficient drug candidate. READ MORE

3. 2. Enabling the future of Operational Risk Management : A research on the encoding of categorical data insupervised deep learning models

   University essay from Linköpings universitet/Matematisk statistik

   Author : Carin Stjernefeldt; [2018]
   Keywords : deep learning; categorical features; classification; one-hot encoding;

   Abstract : Non-numerical data such as names of persons, cities, brands or artifacts are common in many fields and can provide great value to different types of mathematical models. In order to use these so-called categorical values in numerical models, including most ma-chine learning methods, the information has to be re-coded into something numerically interpretable. READ MORE