Both basic logistic regression and multi-class logistic regression only work well with data that is nearly linearly separable. For two-dimensional data this means it's possible to draw straight lines ...

Seaborn is an easy-to-use data visualization library in Python. Installation is simple with PIP or Mamba, and importing datasets is effortless. Seaborn can quickly create histograms, scatter plots ...

Model Training: Train a Logistic Regression model using the training data. Hyperparameter Tuning: Use GridSearchCV to find the best hyperparameters for the Logistic Regression model. Model Evaluation: ...

This is implemeted in Python by using Scikit-learn [sklearn], Pandas, Numpy, Matplotlib, Seaborn Logistic Regression is a variant of Linear Regression, and it is used when the dependent variable - 'y' ...