From 05f651aaeace9402ed8985d3391c9a2090367345 Mon Sep 17 00:00:00 2001 From: Cesaire Joris Kuete Fouodo Date: Sat, 29 Jun 2024 10:10:54 +0200 Subject: [PATCH] Add github check --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 97d69ce..87cff3a 100644 --- a/README.md +++ b/README.md @@ -9,7 +9,7 @@ Cesaire J. K. Fouodo ### Introduction -This R package offers a unique approach to integrating multiple machine-learning models. Users can train various machine learning models on different data entities, each representing distinct data collection layers. These models are combined into a single meta-learner using a meta-learner framework. When making predictions for new data, the package leverages predictions from each layer, aggregating them to produce a final prediction. +This R package enable fusing of machine learning analysis. As different types of datasets can be collected at different layers for a group of individuals (e.g. clinical characteristics, labor measurements, gene expression, etc) to predict the same target variable or disease, it is commonly a challenge to find a machine learning method appropriate to all layers. Instead of searching for the best method among different candidates, the best approach is to conduct layer specific predictive analysis at each layer with the most appropriated learner, and to aggregate predicted values as meta predicted values. ### Installation Installation from Github: