There are 0 repository under mice-algorithm topic.
Multiple Imputation with LightGBM in Python
Three in one. capture audio with mobile mic and then play, play songs from internal download directly, displaying spectogram (frequency) of an audio in Flutter.
End-to-end Predictive Analytics ML Project
Assignment for Data & information quality course attended @ Polimi. Analyzed performances of different imputation techniques.
This project implements a machine learning model to predict breast cancer diagnosis. Utilizing techniques such as data preprocessing, feature selection, and various algorithms, the model aims to assist in early detection and improve healthcare outcomes. Explore the repository to understand the methodology and technologies used in this project.
A webapp for recommending movies based on two models: collaborative filtering with non-negative matrix factorisation and k-nearest neighbours algorithm.
Two Movie recommenders deployed on Flask app. The recommender are build on NMF and Cosine Similarity model, trained on MovieLens 100k, and automatically updated every 12 hour!
My Data Science Portfolio
Different imputation technique with example
R project for comparing different Missing Value Imputation (MVI)* approaches across three datasets.
Additional imputation function for the `R` package `mice`, according to the Heckman model.
Multiple imputation with chained equation implemented from scratch. This is a low performance implementation meant for pedagogical purposes only.