From 94e1a5509257eede87987e252e4397f71b8516db Mon Sep 17 00:00:00 2001 From: iamanshikajain <108191569+iamanshikajain@users.noreply.github.com> Date: Sun, 10 Jul 2022 23:32:47 +0530 Subject: [PATCH] Update README.md --- Major Project Submissions/README.md | 82 ++++++++++------------------- 1 file changed, 29 insertions(+), 53 deletions(-) diff --git a/Major Project Submissions/README.md b/Major Project Submissions/README.md index 129ee1d..eaf86e3 100644 --- a/Major Project Submissions/README.md +++ b/Major Project Submissions/README.md @@ -1,53 +1,29 @@ -# Major project : -# (This can done in groups of 2 - 3 people) - -## Problem Statements - -![1](https://user-images.githubusercontent.com/82227477/177264668-ce254b14-e8b7-49b7-82d7-3e307a011916.png)
-![2](https://user-images.githubusercontent.com/82227477/177264800-aa8896e5-ead8-40c6-be94-f53d1ee56aca.png)
-![3](https://user-images.githubusercontent.com/77978729/177378676-f6e85362-7201-4624-a7c5-3fc2d1ae0602.png) -![4](https://user-images.githubusercontent.com/77978729/177378731-e05414e2-fc63-4685-8205-b17b6f7ef742.png) -![5](https://user-images.githubusercontent.com/77978729/177378756-afa40739-45f5-4c41-9d8d-111312572fc5.png) -![6](https://user-images.githubusercontent.com/77978729/177378792-ea048f47-3062-4e3d-bfba-ee382e315658.png) -![7](https://user-images.githubusercontent.com/77978729/177378861-ffaeb5d2-42bd-40f2-b2cc-49f6ff3e30cc.png) -![8](https://user-images.githubusercontent.com/77978729/177378887-090ee8f8-0d1d-469d-b6a9-3368fee2fad2.png) - -## Datasets
- -Twitter Dataset: https://www.kaggle.com/datasets/kazanova/sentiment140
-Disease Burden Dataset: https://www.kaggle.com/datasets/shivkumarganesh/disease-burden-by-cause
-Gender Development Dataset: https://www.kaggle.com/datasets/elmartini/gender-development-index-2019
-Campus Placement Dataset: https://www.kaggle.com/datasets/benroshan/factors-affecting-campus-placement
-Employee Attrition Dataset: https://www.kaggle.com/datasets/patelprashant/employee-attrition
-Wine Quality Prediction Dataset: https://www.kaggle.com/datasets/yasserh/wine-quality-dataset
-Breast Cancer Prediction Dataset: https://www.kaggle.com/datasets/merishnasuwal/breast-cancer-prediction-dataset
-Iris Flower Dataset: https://www.kaggle.com/datasets/arshid/iris-flower-dataset
-Stroke Prediction Dataset: https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset
-Heart Failure Prediction Dataset: https://www.kaggle.com/datasets/andrewmvd/heart-failure-clinical-data
-Company Bankruptcy Prediction Dataset: https://www.kaggle.com/datasets/fedesoriano/company-bankruptcy-prediction
-Credit Card Approval Prediction Dataset: https://www.kaggle.com/datasets/rikdifos/credit-card-approval-prediction
-Divorce Prediction Dataset: https://www.kaggle.com/datasets/andrewmvd/divorce-prediction
-Diabetes Prediction Dataset: https://www.kaggle.com/datasets/uciml/pima-indians-diabetes-database
-World Happiness Prediction Dataset: https://www.kaggle.com/datasets/unsdsn/world-happiness
-Detection of Fake News: https://www.kaggle.com/datasets/ruchi798/source-based-news-classification
- -You can go through all the problem statements above and pick one to solve. After that follow these steps - -1) Create a jupyter notebook or a colab notebook. -2) Show all the calculations required and print them. -3) The final calculation for the answer must be in a separate cell. -4) Create a text cell to give explanations wherever you think is necessary. -5) The visualization questions must be accompanied with an explanation as well as conclusions. -6) **Write all the answers in point form. Answers must be to the point.** - -## Submission procedure: -Follow these video for the submission.
-1. https://drive.google.com/file/d/1Brs-mx4Q9jlNVrevFZ2pVUNX5G235Tjc/view?usp=sharing -2. https://drive.google.com/file/d/13ZgUH1u4GN8WIRlunkRLyoNmeq5r8ALf/view?usp=sharing - -## Pull request naming format: - #### Name_Dataset name
- For example: Manvi Kaur_Loan Default Prediction - -For any doubts or queries, put them on our discord server (doubts will be entertained on the ask-oc channel only) and we'll get back to you. -ALL THE BEST!! - -## SUBMIT BY 10th JULY 11:59PM SHARP +#Major Project +Colab Link:https://colab.research.google.com/drive/11_hSTAGAzI9n7V89kX-OmEpXtAX4KEFj?usp=sharing + + +Negative r2_score is truly justified because of the biased data as somebody's 10 and 12 score cannot justify his/her salary. + + +Team-3 members +Member1- Anshika Jain +Enrollment Number-04901022021 +Branch-ECE +Year-First Year +Role-Multiple Linear Regression Model,SVR Model,+Prediction, Data Processing(Feature Scaling+Removing null values),Accuracy check,Explaination + +Member2-Liza Singh +Enrollment numer-05301012020 +Branch-CSE 1 +YEAR-THIRD YEAR +Role-Decision Tree Regression , Random Forest Regression+Prediction + +Member3-Anusha Singh +Enrollment Number-10701012021 +Branch-CSE 2 +YEAR-FIRST YEAR +Role- Data Cleaning and Data Preprocessing + Graph+ Some explaination + + + +