WEEK 3-Cities and Restaurants

Team Members : Ahmet Oruç, Sergen Topçu, Denizkaan Aracı

Choice of Algorithm

We provided information about the DataSet we will use in our previous blog post. In this article, we will talk about the algorithms and the project plan that we will use. We decided to use the “Cities and Restaurants” restaurant in our project to make an estimation algorithm. We did research on it and decided that the most suitable machine learning algorithms were a logistic regression, k-NN, and naive-Bayes algorithms. We will then implement the algorithms we have decided to use in the next step and calculate the accuracy.

According to these success rates, we will observe and choose which algorithm will give higher accuracy.

We will implement at least one of these algorithms as much as the next blog post. In the next post, we will share the accuracy of the algorithm we wrote the code.

See you in our next blog post.