GitHub

Plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib.

Please, consider contributing it to the project. Support the developers who power open source! Invest in open source. It powers your world. Become a sponsor now! If my open source projects could bring ...
GitHub

Heart Disease Prediction Using XGBoost: Model Development, Evaluation, and Interpretability

This repository contains a Python script that builds, trains, and evaluates a machine learning model using the XGBoost classifier. The model is designed to predict the target column based on the other ...
LinkedIn

Understanding Performance Metrics in Machine Learning: Precision, Recall, F1 Score, Confusion Matrix, and AUC ROC with an example

In the world of email communication, spam detection plays a crucial role in filtering out unwanted messages. Machine learning models can be employed to automatically identify and classify emails as ...
Nature

Putative cell type discovery from single-cell gene expression data

Identifying cell types in multicellular organisms and understanding the relationships between them has been a major aim of biological research since the discovery of cells by Robert Hooke almost 400 ...
PNAS

Soil eDNA reflects regionally dominant species rather than local composition of tropical tree communities

Spatially explicit observations of organisms are fundamental to ecological research. Environmental DNA (eDNA) is increasingly used for biomonitoring, but comprehensive tests of the spatial scale(s) at ...