Ecosyste.ms: Repos

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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

Related Keywords
smote-oversampler 41 machine-learning 19 random-forest-classifier 9 logistic-regression 8 python 7 data-science 6 random-forest 6 imbalanced-data 5 pandas 5 smoteenn-combination 5 easy-ensemble-classifier 5 balanced-random-forest 4 smoteenn 4 xgboost-classifier 4 cluster-centroids-undersampling 4 naive-random-oversampler 4 sklearn 3 classification 3 ensemble-learning 3 knn-classification 3 gridsearchcv 3 machine-learning-algorithms 3 decision-trees 3 deep-learning 3 smote 3 resampling 3 neural-network 3 performance-metrics 2 clustercentroids 2 creditrisk-analysis 2 easyensembleclassifier 2 randomoversampler 2 naive-bayes-classifier 2 pytorch 2 data-visualization 2 decision-tree-classifier 2 pca 2 nlp-machine-learning 2 undersampling 2 labelencoding 2 fraud 2 credit-risk 2 imbalanced-classification 2 imbalanced-learning 2 scikitlearn-machine-learning 2 scikit-learn 2 roc-auc 2 knn-classifier 2 prediction-model 2 xgboost 2 feature-selection 2 knn 2 hyperparameter-tuning 2 matplotlib 2 numpy 2 feature-engineering 2 seaborn 2 ada-boost-classifier 2 oversampling-algorithms 2 svc 2 decision-tree 2 statistical-testing 1 dataanalysis 1 datavisualization 1 heartdieasesprediction 1 lowess 1 tf-idf 1 cancer-detection 1 webscraping 1 medical-application 1 xgboost-algorithm 1 augmentation 1 prediction 1 target-encoding 1 convolutional-neural-networks 1 undersampling-technique 1 google-collab 1 predictive-modeling 1 spacy-nlp 1 oversampling 1 loan-prediction-analysis 1 image-classification 1 pca-analysis 1 bag-of-words 1 beautifulsoup4 1 classification-models 1 multinomial-naive-bayes 1 nlp 1 regex 1 balanced-accuracy-scores 1 classification-algorithm 1 ensemble 1 f1-score 1 automl 1 svm-classifier 1 ssis 1 ssas 1 selectkbest 1 multiclass-classification 1 rfe 1