Ecosyste.ms: Repos
An open API service providing repository metadata for many open source software ecosystems.
GitHub topics: smote-oversampler
AloRay/CREDIT-CARD-FRAUD
This project focuses on building a fraud detection model for credit card transactions using a dataset containing transactions made by European cardholders in September 2013. We are working with a highly unbalanced dataset and the challenge lies in effectively detecting fraudulent transactions while minimizing false positives.
Language: Jupyter Notebook - Size: 529 KB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 1 - Forks: 0
Kaushikjas10/Liquefaction-XGBoost-SHAP-Jas-Dodagoudar
This repository is associated with interpretable/explainable ML model for liquefaction potential assessment of soils. This model is developed using XGBoost and SHAP.
Language: Jupyter Notebook - Size: 253 KB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 3 - Forks: 0
namansnghl/Stay-or-Stray
Course Dropout Prediction, Datathon Spring'24
Language: Jupyter Notebook - Size: 410 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0
PreethiAngelStephen01/BA_Customer-analysis
Scrape and analyse customer review data to uncover findings for British Airways
Language: Jupyter Notebook - Size: 2.26 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
sid966/credit_card_fraud_detection
This project is about credit card fraud detection using Random Forest Classifier.
Language: Jupyter Notebook - Size: 23.4 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
karl0706/Essay-quality-prediction
The goal is to create a model predicting the grade of an essay
Language: Jupyter Notebook - Size: 8.49 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0
Kenner82/Credit_Risk_Analysis
Testing 6 different machine learning models to determine which is best at predicting credit risk.
Language: Jupyter Notebook - Size: 18.5 MB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
nive927/Flight_Delay_Prediction
A two-stage predictive machine learning engine that forecasts the on-time performance of flights for 15 different airports in the USA based on data collected in 2016 and 2017.
Language: Jupyter Notebook - Size: 3.51 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 12 - Forks: 15
Hands-On-Fraud-Analytics/Chapter-12-Data-Preparation-for-Fraud-Analytics
Chapter 12: Data Preparation for Fraud Analytics
Language: Jupyter Notebook - Size: 3.57 MB - Last synced: 4 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0
MsTao-68/Debt-Churn-Data-Analysis
使用比赛方提供的脱敏数据,进行客户信贷流失预测。
Language: Jupyter Notebook - Size: 15 MB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 5 - Forks: 0
Thamannahafeez/Heart_Disease_Prediction
Predict heart disease classification problem
Language: Jupyter Notebook - Size: 1.02 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
MinaShirinchi/AI-class-1402
Here is the repository for sharing jupyter notebooks discussed in 'AI-1402' class.
Language: Jupyter Notebook - Size: 292 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0
Hands-On-Fraud-Analytics/Chapter-11-Handling-Imbalanced-Data-Sets
Handling Imbalanced Data Sets
Language: Jupyter Notebook - Size: 325 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0
edaaydinea/OP2-Prediction-of-the-Different-Progressive-Levels-of-Alzheimer-s-Disease-with-MRI-data
This is an optional model development project on a real dataset related to predicting the different progressive levels of Alzheimer’s disease (AD) with MRI data.
Language: Jupyter Notebook - Size: 16.9 MB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0
FarhanaTeli/Kyphosis_Disease_Prediction_with_NN_XGBoost
Kyphosis disease prediction using simple Neural Network (NN) model and XGBoost model with GridSearchCV
Language: Jupyter Notebook - Size: 221 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0
Leohrithik/Titanic-Survival-Prediction
Survival prediction using Four Different kind of algorithms and optimizing the dataset using PCA and SMOTE
Language: Jupyter Notebook - Size: 388 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
DivyaSudagoni/Predicting-hotel-booking-cancellation
This project predicts hotel booking cancellations using Machine Learning techniques, benefiting both travelers and hotels.
Language: Jupyter Notebook - Size: 2.32 MB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
DavidNart90/KNUST-BreastCancer-Prediction
This repository contains the resources and codebase for a research project aimed at predicting breast cancer cases using data from the KNUST hospital.
Language: Jupyter Notebook - Size: 3.5 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0
Bahey1200022/Credit-Card-Fraud-Detection
solution https://www.kaggle.com/datasets/mlg-ulb/creditcardfraud. Xgboost is an efficient method of gradient boosting that makes a random initial prediction then calculates similarity scores and gain to build the trees and decrease the gap between the actual value and the predicted value.Gridsearch was used to get the best parameters tuning.
Language: Jupyter Notebook - Size: 38.1 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0
LJD0/Neural_Network_Charity_Analysis
A Deep Learning analysis to predict success of charity campaigns
Language: Jupyter Notebook - Size: 1.54 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0
maengjulie/Battery-Degradation-Analysis-Project-code
Battery analysis project
Language: Python - Size: 9.77 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
mmsaki/credit-risks-ml
Using the imbalanced-learn and Scikit-learn libraries to build and evaluate machine learning models.
Language: Jupyter Notebook - Size: 9.02 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0
xDiste/HeartDisease-Analysis-and-Prediction
Data analysis, visualization and prediction for the prevention of heart disease
Language: Jupyter Notebook - Size: 821 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0
Sar-Go/Adult-Income-Prediction-AzureMLStudio
Future Ready Talent Project Submission.Using Azure ML Studio to predict the income of individuals, based on their age, race, education, residence city, etc. Used the adult census dataset
Size: 830 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0
cbrito3/Credit_Risk_Analysis
Supervised Machine Learning and Credit Risk
Language: Jupyter Notebook - Size: 986 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
MoinDalvs/Assignment_Decision_Tree_2
Language: Jupyter Notebook - Size: 11.5 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 3 - Forks: 0
sarahm44/credit-risk-predictor
Uses several machine learning models to predict credit risk.
Language: Jupyter Notebook - Size: 9.54 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0
Rutgers-Data-Science-Bootcamp/Credit_Risk_Analysis
Data preparation, Statistical reasoning, Machine Learning
Language: Jupyter Notebook - Size: 41 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
BaileeRice/Credit_Risk_Analysis
using machine learning to assess credit risk
Language: Jupyter Notebook - Size: 18.4 MB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0
Zarich12/No_Show_Appointment_ML-Logistic-Regression-
Predicts if a patient will show up at a scheduled appointment based on certain features.
Language: Jupyter Notebook - Size: 2.82 MB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0
tanmelissa/Credit_Risk_Analysis
Creating various machine learning models to create the most accurate model to predict credit risk
Language: Jupyter Notebook - Size: 16.6 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
Olatohun/loan-default
Language: Jupyter Notebook - Size: 217 KB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
diercz/Credit_Risk_Analysis
Utilized several machine learning models to predict credit risk using Python's imbalanced-learn and scikit-learn libraries
Language: Jupyter Notebook - Size: 18.7 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0
Sidessh/Multi-Class-Classification---License-Status-Prediction
Multi-class Classification - License Status Prediction
Language: Jupyter Notebook - Size: 14.9 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0
tyedem/Risky_Business
Credit Risk Analysis utilizing imbalanced classification machine learning models
Language: Jupyter Notebook - Size: 16.8 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
ChriStingo/HeartDisease-Analysis-and-Prediction
Data analysis, visualization and prediction for the prevention of heart disease using ML models
Language: Jupyter Notebook - Size: 809 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1
carzynsky/Analytics-and-Data-mining
Language: Jupyter Notebook - Size: 3.92 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
toan01-uet/Solution-for-HackerEarth-Machine-Learning-challenge
HackerEarth Machine Learning challenge: Of Genomes And Genetics
Size: 11.7 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0
nicoserrano/Credit_Risk_Analysis
Utilized several machine learning models to predict credit risk using Python's imbalanced-learn and scikit-learn libraries
Language: Jupyter Notebook - Size: 1.56 MB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 1
TrungLuong1194/breast-cancer-classification
Language: Jupyter Notebook - Size: 56.9 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0
mfriebel/lyrics_classifier
This project uses web scraping to download song text and uses Natural Language Processing (NLP) to predict an artist based a line of song text
Language: Jupyter Notebook - Size: 8.46 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0