🤠 📿 The Highly Adaptive Lasso
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Updated
May 8, 2024 - R
🤠 📿 The Highly Adaptive Lasso
An R package for modern methods for non-probability surveys
Integrating LASSO and bootstrapping algorithm to find best prognostic or predictive biomarkers
The diversity of RNA structural elements and their documented role in human diseases make RNA an attractive therapeutic target. However, progress in drug discovery and development has been hindered by challenges in the determination of high-resolution RNA structures and a limited understanding of the parameters that drive RNA recognition by smal…
Nonparametric regression and prediction using the highly adaptive lasso algorithm
Implementation of the block-descent-CoCoLasso, inspired from the article https://arxiv.org/pdf/1510.07123.pdf
Fast Sparse Linear Models for Big Data with SAGA
King County House Sales
Credit risk analysis using the LASSO, Random Forests and the SMOTE technique for balancing
Loan Default Prediction, Individual Level Loan Data, Machine Learning, Logistic regression, Ridge, LASSO, Gradient Boosting, SVM, Random Forest
Employee Attrition Predictor in R Shiny based on the HR-employee-Attration Data in kaggle
Advanced Regression Techniques to predict housing prices.
Methods for data segmentation under a sparse regression model
Applied Random Forest, PCA, and Lasso Regression to analyze 75 financial ratios of Dow30 stocks to predict stock prices, and achieved a 97% accuracy
I created multiple models to predict the discharge volume of a 100 year flood on rivers in NY state. The discharge of 100 year flood events is dependent upon watershed drainage area, and elevation among other variables.
Applied Least Square, Ridge and Lasso regression models to predict the number of comments a blog post will receive
A comparative study of linear regression and decision tree to predict the child mortality rate based on other socioeconomic indicators from the World Bank.
workspace for feature/model selection on different projects
Real-time generalizable model to predict final selling prices of houses using advanced regression techniques.
Execução Scripts do Livro Mastering Machine Learning Packt
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