From 8ea177fa3287f87ac001693553a22c8b53516c6c Mon Sep 17 00:00:00 2001 From: saeedkhosravi94 Date: Sun, 30 Nov 2025 23:32:59 +0100 Subject: [PATCH] editing readme.md --- README.md | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 8323e4d..29e52ad 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # Electrocardiogram -We are dealing with an exteremly imbalance dataset related to electrocardiogram signals that contain binary class labels as good and bad signals. +We are dealing with an exteremly imbalance dataset related to electrocardiogram signals that contain binary classes and labeled as good(0) and bad(1) signals. ### STEP 1: Fill missing values @@ -78,3 +78,11 @@ We are dealing with an exteremly imbalance dataset related to electrocardiogram model.fit(X_train, y_train) ``` + + +``` +2. train LGBM model using KMEANS_SMOTE with k_neighbors=10 +3. train Cat_boost using KMEANS_SMOTE with k_neighbors=10 +4. implement proposed methods of this article : https://1drv.ms/b/c/ab2a38fe5c318317/IQBEDsSFcYj6R6AMtOnh0X6DAZUlFqAYq19WT8nTeXomFwg +5. compare proposed model with SMOTE vs oversampling balancing method +``` \ No newline at end of file