Shypd.aiThe largest open index of AI toolssklearn-classification is a research & education tool that provides a data science notebook for classification tasks. It uses sklearn and Tensorflow to predict income based on census data, offering a practical machine learning example.
Trending
About
sklearn-classification is a comprehensive data science notebook designed for classification tasks, leveraging the power of sklearn and Tensorflow. This resource focuses on predicting whether an individual's income exceeds $50K/yr using the Census Income Dataset. The notebook guides users through essential data science steps, including feature exploration (uni and bi-variate), imputation, selection, encoding, and ranking. It also covers machine learning model training, random search optimization, and evaluation metrics such as accuracy, precision, recall, f1 calculations, and ROC curve analysis. The notebook is designed to run within a Jupyter Tensorflow Docker instance, providing a ready-to-use environment for hands-on learning and experimentation in machine learning.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
Also listed in
