From 8d82dea359dbcc66a623225819dd45064006e1d2 Mon Sep 17 00:00:00 2001 From: Rohit-Dubey <113301503+rohitinu6@users.noreply.github.com> Date: Mon, 12 Feb 2024 11:13:28 +0530 Subject: [PATCH] Update README.md --- README.md | 26 ++++++++++++++++++++++++-- 1 file changed, 24 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 5d4a04c..6a2912c 100644 --- a/README.md +++ b/README.md @@ -56,12 +56,34 @@ The sequence of all the algorithms used is as follows: The **Accuracy** of all the following 10 Regression Algortihms is provided below: ![image](https://github.com/rohitinu6/Stock-Price-Prediction/assets/113301503/fca5c28d-cbdd-46a2-8118-89a9dca0d663) + +The **RMSE** of all the following 10 Regression Algortihms is provided below: + +![image](https://github.com/rohitinu6/Stock-Price-Prediction/assets/113301503/5c3d986f-ef0f-453e-8f5a-e43193489174) + +The **MAE** of all the following 10 Regression Algortihms is provided below: + +![image](https://github.com/rohitinu6/Stock-Price-Prediction/assets/113301503/50b9a8ae-72c6-4927-8356-18af1f1cacfb) + +The **MAPE** of all the following 10 Regression Algortihms is provided below: + +![image](https://github.com/rohitinu6/Stock-Price-Prediction/assets/113301503/4ddab02c-6fa4-414e-b14b-6642dbe6183b) + +The **Precision** of all the following 10 Regression Algortihms is provided below: + +![image](https://github.com/rohitinu6/Stock-Price-Prediction/assets/113301503/1335a559-e524-40a4-bac1-19d6959f06e9) + +The **Recall** of all the following 10 Regression Algortihms is provided below: + +![image](https://github.com/rohitinu6/Stock-Price-Prediction/assets/113301503/c48a6e60-d8cd-4145-9fd0-27a3235c53f2) + + ## Future Work -- Discuss potential improvements to the model. -- Suggestions for additional features or algorithms that could enhance performance. +- We can further combine this data with that of stock sentiment data in order to achieve even better conclusion +- Also we can possibly use Clustering algorithsm to develop a buy/sell recommendation system ## Author