From d57660b413fbb2d8c60a2800c4176d9f8b6236aa Mon Sep 17 00:00:00 2001 From: Aditi Kala <130339327+why-aditi@users.noreply.github.com> Date: Sat, 22 Jun 2024 17:39:28 +0530 Subject: [PATCH] Update README.md --- ACI IoT Network Traffic Dataset Analysis/Model/README.md | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/ACI IoT Network Traffic Dataset Analysis/Model/README.md b/ACI IoT Network Traffic Dataset Analysis/Model/README.md index 5c4759bb3..dc909f79f 100644 --- a/ACI IoT Network Traffic Dataset Analysis/Model/README.md +++ b/ACI IoT Network Traffic Dataset Analysis/Model/README.md @@ -20,6 +20,9 @@ Load the data using appropriate tools and conduct an initial inspection to ident 1. Random Forest Classifier 2. XGBoost 3. SVM +4. KNN +5. Decision Tree +6. Dense Model ### 📚 **Libraries Needed** @@ -38,11 +41,14 @@ Load the data using appropriate tools and conduct an initial inspection to ident 1. Random Forest Classifier: 99.77% 2. XGBoost: 99.79% 3. SVM: 99.99% +4. KNN: 99.99% +5. Decision Tree: 100% +6. Dense Model: 99.80% ### 📢 **Conclusion** -SVM is proven to be the best model with the accuracy score of 99.99% +Decision Tree is proven to be the best model with the accuracy score of 100% ### ✒️ **Your Signature**