Predict passenger survival on the Titanic using machine learning with the Random Forest algorithm. This project includes data preprocessing, EDA, model training, and evaluation with accuracy, ...

In the intricate world of machine learning model evaluation, the confusion matrix and classification report stand out. The confusion matrix, as I realized during a project, presents actual versus ...

A confusion matrix is a predictive analytics tool. Specifically, it is a table that displays and compares actual values with the model’s predicted values. Within the context of machine learning, a ...

This project aims at implementing different machine learning classification algorithms on a selected dataset and analyzing the results in terms of comparison among the performance of those algorithms.

When exploring the realm of Machine Learning, it’s always nice to have some real and interesting data to work with. That’s where the bats come in – they’re fascinating anima… ...

In business, AI and machine learning harness the power of data and advanced analytics to improve efficiency by automating many tasks that would otherwise take a human much longer to accomplish ...