| Popis: |
The classification tasks outlined in this report make use of 2 distinct datasets, the Wine Type and Quality Classification dataset and the Car evaluation dataset, both sourced from Kaggle. These datasets were chosen in particular for their differing characteristics and the corresponding variance in performance of the 5 supervised learning algorithms that are used in the task. Modifications were made to the datasets with the intention of further highlighting interesting characteristics of the learning algorithm used. Several metrics were compared to assess classical algorithm performance through the training process. |
