cart-elc

commit 56973089f41a42a4e9f99808ad20fc48d3038b65
parent 9ec39d97b775ac84b986420cf3528583e378fbe1
Author: AndrewLockVI <andrew@laack.co>
Date:   Fri,  9 May 2025 11:00:40 -0500

Updated readme to add introductory paragraph.

Diffstat:
M
README.md
 | 
6
+++++-

1 file changed, 5 insertions(+), 1 deletion(-)
diff --git a/README.md b/README.md
@@ -1,5 +1,9 @@
 # CART-ELC
 
+CART-ELC is an oblique decision tree induction algorithm. Our approach has a comparatively high computational cost, but the resulting models often have higher classification accuracies and better interpretability. Given the computational cost of our algorithm, it is best applied to small datasets ($n < 5000$). 
+
+Our paper is currently under review at TMLR, but is accessible on [arXiv](https://doi.org/10.48550/arXiv.2505.05402). 
+
 This repository contains the following:
 
 ### Implementations
@@ -18,7 +22,7 @@ This repository contains the following:
 ### Documentation
 
 - Usage instructions / implementation details
-- Source files for our [paper under review at TMLR](https://doi.org/10.48550/arXiv.2505.05402)
+- Source files for our paper
 - Source files for our presentation
 
 # Usage