smote-sampling

There are 0 repository under smote-sampling topic.

sahidul-shaikh / credit-card-fraud-detection
Machine learning model for Credit Card fraud detection
machine-learning python capstone-project svm-classifier tree-model random-forest xgboost logistic-regression class-imbalance smote-sampling knn-classification
Language:Jupyter Notebook 69
aniass / Spam-detection
Spam detection in SMS messages with BERT model and Machine Learning algorithms
spam-detection smote-sampling bert-model transformers machine-learning
Language:Jupyter Notebook 14
dimitrisbro / SmartGridFraudDetection
Electricity Fraud Detection in Smart Grids
sklearn logistic-regression svm decision-trees random-forest keras-tensorflow neural-networks convolutional-neural-networks imbalanced-learning smote-sampling
Language:Python 10
rishawsingh / Credit-Card-Fraud-Detection
System to tell apart the transaction was from the real user who owns the credit card or the transaction was from the stolen credit card.
deep-learning credit-card creditcard credit-card-fraud fraud-detection fraudulent-transactions deep-neural-networks deep-learning-algorithms deep-learning-tutorial machine-learning smote-sampling scikitlearn-machine-learning machinelearning sampling-methods deeplearning-ai
Language:Jupyter Notebook 10
rochitasundar / Predictive-maintenance-cost-minimization-using-ML-ReneWind
The aim to decrease the maintenance cost of generators used in wind energy production machinery. This is achieved by building various classification models, accounting for class imbalance, and tuning on a user defined cost metric (function of true positives, false positives and false negatives predicted) & productionising the model using pipelines.
classification-algorithims cross-validation smote-sampling random-under-sampling train-validation-test sklearn-metrics pipeline randomizedsearchcv
Language:Jupyter Notebook 10
rohitdwivedula / enzyme-classification
Predict the enzyme class of a given FASTA sequence using deep learning methods including CNNs, LSTM, BiLSTM, GRU, and attention models along with a host of other ML methods.
enzyme-classification bioinformatics proteins smote-sampling adasyn-sampling machine-learning deep-learning neural-networks
Language:Python 10
rikhuijzer / Resample.jl
An implementation of SMOTE
smote smote-sampling upsampling julia julia-language
Language:Julia 8
Credit-Risk-Analysis
ankit-kothari / Credit-Risk-Analysis
Predicting the ability of a borrower to pay back the loan through Traditional Machine Learning Models and comparing to Ensembling Methods
ensembling-methods credit-risk-analysis xgboost-algorithm logistic-regression nueral-networks smote-sampling under-sampling boosting
Language:Jupyter Notebook 7
gulabpatel / Handle_Imbalance
cost-sensitive cost-sensitive-classification oversampling smote-sampling undersampling
Language:Jupyter Notebook 7
ShyrenMore / sem08
A compilation of codes for SMA, DC, ADS
applied-data-science dbscan-clustering distributed-computing girvan-newman smote-sampling social-media-analysis topic-modeling inter-load-balancing-algorithm multithreading ricart-agrawala tsec
Language:Python 7
ceenaa / fraud_detection
Credit Card fraud detection
classification ensemble-learning fraud-detection kmeans-clustering logistic-regression machine-learning random-forest smote-sampling xgboost
Language:Jupyter Notebook 6
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。
machine-learning xgboost-model ann autogluon eda tabnet lightgbm smote-oversampler smote-sampling stacking-classifier stacking-ensemble stratified-cross-validation stratified-sampling
Language:Jupyter Notebook 6
gaetanoantonicchio / DataMining-2
Repository for "Data Mining - Advanced Topics and Applications" projects exam.
data-mining echonest machine-learning spotify classification optics shapelets keras imbalanced-learning k-modes smote-sampling lime random-forest adaboost neural-network autoencoders motifs time-series-clustering time-series
Language:Jupyter Notebook 5
rupeshsure / Obstructive-Sleep-Apnea-Project
Obstructive Sleep Apnea classification with help of numerical data set which having the physical body characteristics with the help of machine learing
classification-algorithm ml osa performance-metrics smote-sampling webpage deep-learning obstructive-sleep-apnea outliers-detection unsupervised-learning
Language:Jupyter Notebook 5
akibzaman / Soil-nutrient-web
Prediction of basic soil nutrients (phosphorus, potassium, boron, calcium, magnesium and manganese) using reflectance from Hyperspectral Satellite Images (HSI).
hyperspectral-imaging classification-model webapp smote-sampling
Language:JavaScript 4
chinmaysharmacs10 / University_Recommender
A model that recommends University based on details of an applicant.
python deep-neural-networks multiclass-classification pandas sklearn keras-tensorflow wordcloud smote-sampling feature-selection data-visualization django-webapp
Language:Jupyter Notebook 4
Jalalbaim / Gear-Detection
Gear detection using OpenCv and Machine Learning
logistic-regression machine-learning opencv smote-sampling
Language:Jupyter Notebook 4
M-Hashemzadeh / RCSMOTE
RCSMOTE: Range-Controlled Synthetic Minority Over-sampling Technique for handling the class imbalance problem
imbalanced-classification imbalanced-datasets over-sampling smote smote-sampling class-imbalance-problem
4
yourssincerely / eurovision
This project provides a comprehensive analysis of the Eurovision Song Contest, with insights derived from both traditional statistical methods and machine learning techniques.
eurovision-song-contest logistic-regression matplotlib-pyplot oversampling-technique prediction-model random-forest scikit-learn smote-sampling sqlalchemy-python tensorflow neural-network
Language:Jupyter Notebook 4
hosiajosindra / credit-risk-classification
This is a program to predict the possible risk of default on credit card use.
data-science machine-learning credit-risk logistic-regression smote-sampling
Language:Jupyter Notebook 3
kalyaniasthana / CS273A_project_diabetes
Course Project for CS273A: Machine Learning at UCI
machine-learning scikit-learn smote-sampling neural-networks diabetes uci logistic-regression random-forest feature-engineering uci-machine-learning imblearn
Language:Jupyter Notebook 3
skinan / Improved-Sampling-and-Feature-Selection-to-Support-Extreme-Gradient-Boosting-For-PCOS-Diagnosis
This project is a part of the research on PolyCystic Ovary Syndrome Diagnosis using patient history datasets through statistical feature selection and multiple machine learning strategies. The aim of this project was to identify the best possible features that strongly classifies PCOS in patients of different age and conditions.
oversampling undersampling smote smote-sampling edited-nearest-neighbors xgboost data-cleaning data-science gradient-boosting machine-learning pcos polycystic-ovary-syndrome
Language:Jupyter Notebook 3
Zahivc / Bank-Bankruptcy-Predictions
Bank bankruptcy predictions on FDIC bank failure data using tensorflow, keras, sklearn, ensemble, and imblearn libraries.
time-series lstm ensemble-learning smote-sampling
Language:Jupyter Notebook 3
AayushSameerShah / SMOTE
This small repository contains the SMOTE implementation from scratch.
python data-science machine-learning interpolation-methods smote-sampling
Language:Jupyter Notebook 2
AI-14 / lumpy-skin-disease-classification
Binary classification of lumpy skin disease (imbalanced dataset) using ML algorithms in addition to oversampling/undersampling techniques.
imbalanced-dataset machine-learning oversampling-technique python sklearn smote-sampling undersampling-technique
Language:Jupyter Notebook 2
ajitsingh98 / E-commerce-product-buyer-session-prediction
Predict whether customer purchase a product or not in a session
class-imbalance classification e-commerce-project python scikit-learn smote-sampling purchasing-session
Language:Jupyter Notebook 2
bharatkulmani / Dry-Bean
Project is about predicting Class Of Beans using Supervised Learning Models
classifier confusion-matrix decision-tree-classifier eda label-encoding lazypredict numpy one-hot-encoding outlier-detection outlier-removal pandas seaborn smote smote-sampling standard-scaler dry-beans-dataset
Language:Jupyter Notebook 2
fitria-dwi / Credit-Risk-Prediction
This project was made as a final project at Rakamin Academy in collaboration with ID/X Partner.
data-visualization lending-club machine-learning-algorithms smote-sampling
Language:Jupyter Notebook 2
markmacwan / Heart-Failure-Prediction
12 clinical features for predicting death events.
heart-failure prediction predictive-modeling smote smote-sampling boosting-algorithm bagging-trees ensemble-learning machine-learning classification
Language:Jupyter Notebook 2
MoinDalvs / Assignment_SVM_Forest_Fire_Prediction
adasyn-sampling auc-roc-curve data-science hyperparameter-tuning kernel-trick regularization smote-sampling smoteenn smotetomek svm-classifier svm-kernel
Language:Jupyter Notebook 2
nawaz-kmr / Predicting_customer_churn
• Did in depth exploratory data analysis on the churn dataset and got valuable insight for the machine learning model. • Created a machine learning model using a bunch of algorithms (LR, KNN, SVC, Random Forest, Gradient Boosting) to predict customer churn based on historical data.GB classifier achieved 8% decrease in the overall churn rate
credit-card data-science logistic-regression machine-learning regression-analysis scikit-learn smote-sampling
Language:Jupyter Notebook 2
ritwikkanodia / Privacy-Preserving-Machine-Learning
Maintaining the privacy of local server data in a federated learning framework using differential privacy by TensorFlow Privacy Library.
federated-learning differential-privacy tensorflow-privacy smote-sampling tensorflow python
Language:Jupyter Notebook 2
Safaa-p / Fraudulent-Insurance-Claims-Detection
Different models to detect if a claim is fraudulent or not
decisiontreeclassifier insurance logistic-regression machine-learning-algorithms naive-bayes-classifier smote-sampling undersampling xgboost gridsearchcv supervised-machine-learning
Language:Jupyter Notebook 2
TzeLun / SMOTE
A minority oversampling method for imbalance data set
python python-3 data-science imbalanced-data data-augmentation oversampling smote smote-sampling class-imbalance numpy pandas
Language:Python 2
vishakha-b18 / Customer-Churn-in-Telecom
Predicting the churn of customers in a Telecom company using classification algorithms.
telecom business-analytics classification-algorithm imputation smote-sampling smote
Language:R 2
nazgol-nikravesh / NSGRT
Source code for "Cross-project Defect Prediction with An Enhanced Transfer Boosting Algorithm"
cross-project-defect-prediction instance-based-transfer-learning naive-bayes-classifier nn-filters smote-sampling tradaboost transfer-learning
Language:Python 1

smote-sampling

sahidul-shaikh / credit-card-fraud-detection

aniass / Spam-detection

dimitrisbro / SmartGridFraudDetection

rishawsingh / Credit-Card-Fraud-Detection

rochitasundar / Predictive-maintenance-cost-minimization-using-ML-ReneWind

rohitdwivedula / enzyme-classification

rikhuijzer / Resample.jl

ankit-kothari / Credit-Risk-Analysis

gulabpatel / Handle_Imbalance

ShyrenMore / sem08

ceenaa / fraud_detection

MsTao-68 / Debt-Churn-Data-Analysis

gaetanoantonicchio / DataMining-2

rupeshsure / Obstructive-Sleep-Apnea-Project

akibzaman / Soil-nutrient-web

chinmaysharmacs10 / University_Recommender

Jalalbaim / Gear-Detection

M-Hashemzadeh / RCSMOTE

yourssincerely / eurovision

hosiajosindra / credit-risk-classification

kalyaniasthana / CS273A_project_diabetes

skinan / Improved-Sampling-and-Feature-Selection-to-Support-Extreme-Gradient-Boosting-For-PCOS-Diagnosis

Zahivc / Bank-Bankruptcy-Predictions

AayushSameerShah / SMOTE

AI-14 / lumpy-skin-disease-classification

ajitsingh98 / E-commerce-product-buyer-session-prediction

bharatkulmani / Dry-Bean

fitria-dwi / Credit-Risk-Prediction

markmacwan / Heart-Failure-Prediction

MoinDalvs / Assignment_SVM_Forest_Fire_Prediction

nawaz-kmr / Predicting_customer_churn

ritwikkanodia / Privacy-Preserving-Machine-Learning

Safaa-p / Fraudulent-Insurance-Claims-Detection

TzeLun / SMOTE

vishakha-b18 / Customer-Churn-in-Telecom

nazgol-nikravesh / NSGRT