/EDA-auto-dataset

Exploratory data analysis on “Auto” dataset and classifying the amount of gas usage for automobiles using linear & quadratic discriminant analysis, k‑nearest neighbors, logistic regression and random forest classification algorithms.

Primary LanguageJupyter Notebook

EDA-auto-dataset

ED and Classification on “Auto” dataset (from r datasets)

Classification

the task is to classify the amount of gas usage for automobiles

Models used:

linear & quadratic discriminant analysis, k‑nearest neighbors, logistic regression and random forest classification algorithms.