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6th Week Report

PLNTDIA

Earlier this week, we started by arguing with teachers whether they thought our approach would be right. With their approval, we decided to move forward with the KNN + Topsis solution. In the second practical lesson, we began by advancing in the part of the KNN having already the desired result, that is, whenever a song is passed, the algorithm returns the 20 most similar. After completing the KNN, we moved to Topsis, still having some problems in solving it.

AAUT1IA

During this week, we begin with the process of finding the algorithm with the best results. After all the tests performed, we then determined that the best would be Random Forest and followed it.

Models results

After the results, it was time to test the algorithm itself, and after some tests, we came to the conclusion that the same is quite accurate.

Random Forest result (HIT)