unbalanced-data

There are 3 repositories under unbalanced-data topic.

SNBQT / Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning
This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning
fault-diagnosis few-shot unbalanced-data wdcnn cwru
Language:Jupyter Notebook 279
Albertsr / Class-Imbalance
Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.
cost-sensitive-learning unbalanced-data sampling-weighting imbalanced-learning data-augmentation imbalanced-classification imbalanced-data class-imbalance machine-learning
Language:Python 101
evanotero / deep-music-genre-classification
🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis
cnn rnn lstm keras-tensorflow spectrogram mel-frequencies deep-learning music-information-retrieval genre-classification sequence-analysis unbalanced-data classification
Language:Python 22
tarun360 / Adversarial-Attack-on-3D-U-Net-model-Brain-Tumour-Segmentation.
Adversarial Attack on 3D U-Net model: Brain Tumour Segmentation.
adversarial-attacks fgsm computer-vision segmentation brain-tumor-segmentaiton carlini-wagner-attack fast-gradient-sign-attack u-net robust robustness deep-learning convolutional-neural-networks machine-learning visualization dice-coefficient unbalanced-data brain-tumor brain-tumour enhancing
Language:Jupyter Notebook 7
soroushjavdan / RandomBalanceBoost
Implementation of Random Balance Algorithm
machine-learning-algorithms unbalanced-data python jupyter-notebook
Language:Jupyter Notebook 5
SaeidRostami / Customer_Churn
Customer churn analysis for a telecommunication company
machine-learning data-science data-analysis classification supervised-learning python matplotlib seaborn decision-tree logistic-regression svm-classifier random-forest grid-search ensemble-machine-learning upsampling unbalanced-data feature-importance one-hot-encode
Language:Jupyter Notebook 4
celestialtaha / Unbalanced-dataset-Classification
Classification on Unbalanced Datasets using Boost Techniques (AdaBoost M2, SMOTE Boost, RusBoost,..)
unbalanced-data machine-learning classification adaboost-classifier smote-algorithm rusboost
Language:Jupyter Notebook 3
rematchka / Intended-Sarcasm-Detection-In-English-and-Arabic-for-extremly-unbalanced-datasets
This repo contains work carried out for SemEval 2022 Task 6: iSarcasmEval: Intended Sarcasm Detection In English and Arabic
bert-models cnn-model deep-learning emoji feature-engineering irony-detection loss loss-functions machine-learning nlp pytorch sampling sarcasm-detection sarcastic-tweets sentiment-analysis tweets unbalanced-data
Language:Jupyter Notebook 3
wyuechuan / Focal-loss-and-balance-factor-for-classification
Fault diagnosis using focus loss function based on balance factor (two-category)
focus-loss-function balance-factor fault-diagnosis pytorch classification unbalanced-data
Language:Python 3
AlouiAmine / anomaly_detection
anomaly-detection xgboost multi-label-classification bayesian-methods unbalanced-data
Language:Jupyter Notebook 2
Go-MinSeong / Predicting-whether-your-mail-will-be-read
predicting whether you read mail
machine-learning crwaling scikit-learn-python time-series-classification unbalanced-data
Language:Jupyter Notebook 2
jCodingStuff / NLPReddit
Multinomial classification tasks in Reddit
machine-learning natural-language-processing classification multinomial-naive-bayes multinomial support-vector-machines support-vector-machine reddit reddit-api praw praw-reddit pushshift bag-of-words word2vec random-forest undersampling oversampling unbalanced-data
Language:HTML 2
kpratikin / Credit-Card-Fraud
Identify fraudulent credit card transactions so that customers are not charged for items that they did not purchase. (Python, Logistic Regression Classifier, Unbalanced dataset).
adaboost-algorithm boost cross-validation ensemble-machine-learning fraud-detection normalization oversampling smote unbalanced-data undersampling xgboost
Language:Jupyter Notebook 2
SakinaJaffri / British_Airway_Virtual_Internship
Web Scrapping British Airways review to gain company insights. Build a random forest model to predict customer buying behavior.
machine-learning python scraping sentiment-polarity unbalanced-data visualization
Language:Jupyter Notebook 2
aabritidutta / Creditcard-Fraud-Detection
Predict if a transaction is a fraud transaction or not, also, dealing with unbalanced data and finding the pattern using correlation between the features.
unbalanced-data undersampling oversampling undersampling-technique oversampling-technique gridsearchcv classification
Language:Jupyter Notebook 1
AkashSDas / cassava-leaf-disease-classification
Deep learning solution for Cassava Leaf Disease Classification, a Kaggle's Research Code Competition using Tensorflow.
kaggle kaggle-competition kaggle-dataset cassava-leaf-classifcation image-classification data-augmentation cutmix fmix mixup albumentations cross-validation tpu mixed-precision xla unbalanced-data tensorflow-pipeline tensorflow2
Language:Jupyter Notebook 1
arianaira / mlp-unbalanced-classification
predicting showing up to doctor's appointment using mlp on imbalance dataset.
eda mlp mlp-classifier preprocessing unbalanced-data wandb
Language:Jupyter Notebook 1
Bushramjad / Image-classification-with-unbalanced-classes
Code for dealing with undersampling and oversampling which are standard strategies for dealing with unbalanced class data
deeplearning pytorch unbalanced-data
Language:Python 1
dadavalangege / Classification_Models
Classfying an unbalanced data set of delayed flights with the help of SMOTE and comparing the performance of three different classification models (Decision Tree, Logistic Regression, XGBoost).
classification-algorithm xgboost logistic-regression decision-trees smote unbalanced-data comparative-analysis feature-engineering
Language:Jupyter Notebook 1
GayatriSharma23 / Autism-Prediction
It's a classification model that predict whether an individual will suffer from autism in future or not
accuracy balancing machine-learning random-forest smote smoteenn-combination test unbalanced-data unbalancedclassificationdata
Language:Jupyter Notebook 1
isaaccs / Insurance-reports-through-deep-neural-networks
Insurance reports through deep neural networks
insurance deep-neural-networks long-short-term-memory-models convolutional-neural-networks text-analysis natural-language-processing insurance-claims python paper insurance-reports automatic-analysis unbalanced-data
Language:Python 1
JoyWang0320 / Data-Mining_Credit-Card-Fraud-Detection
To solve two main issues in credit card fraud detection - skewness of the data and cost-sensitivity
credit-card-fraud-detection ensemble-learning cost-sensitive-learning unbalanced-data
Language:Jupyter Notebook 1
MaryemSamet / Parkinson-diagnostic
Parkinson diagnostic with supervised and unsupervised machine learning
machine-learning classification unbalanced-data diagnostic-tool timeseries feature-extraction similarity-measures
Language:Jupyter Notebook 1
mmaguero / textcat-josa
Train JOSA (Jopara Sentiment Analysis) corpus with traditional machine learning algorithms.
support-vector-machines unbalanced-data text-classification text-categorization low-resource-languages jopara guarani sequence-classification sentiment-analysis complement-naive-bayes
Language:Python 1
mustafahakkoz / Advertisement-CTR-Prediction
A submission for HUAWEI - 2020 DIGIX GLOBAL AI CHALLENGE
ctr-prediction sgd-classifier target-encoding out-of-core unbalanced-data class-weights mini-batch-gradient-descent
Language:Jupyter Notebook 1
newsteps8 / Term-Deposit-Prediction
Unbalanced Customer Data
ensemble-learning machine-learning oversampling python unbalanced-data undersampling
Language:Jupyter Notebook 1
pminguez / MachineLearning4UnbalancedData
random-forest r unbalanced-data bioinformatics
Language:R 1
RickFSA / Lending_Club_Default_Prediction
Classify default borrowers from initial loan application for Lending Club
qlattice adaboost-algorithm random-forest-classifier unbalanced-data xgboost-algorithm
Language:Jupyter Notebook 1
sarahdianti / unbalanced_panel_data
structured-data unbalanced-data
Language:R 1
SimarjotKaur / Customer-Churn-Prediction
To predict whether the customers will subscribe to the system after 1-month free trial or not.
customer-churn-prediction python3 random-forest svm-classifier unbalanced-data adasyn
Language:Jupyter Notebook 1
ValeriaPineda23 / Loan-Eligibility-Predictions
Applying CRISP-DM methodology for predicting Loan Elegibility
classification-algorithm crisp-dm data-science machine-learning random-forest unbalanced-data jupyter-notebook python
Language:Jupyter Notebook 1
yuneming / UnbalancedDataLearning
research on unbalanced data problems
machine-learning data-mining unbalanced-data
1
ahmadara / Credit-card-fraud-detection
Credit card fraud detection with CNN genetic algorithm and SVM
balance cnn-classification fraud-detection genetic-algorithm gridsearchcv keras-tensorflow python unbalanced-data
Language:Jupyter Notebook 0
jaymax01 / predicting-customer-purchases
classification of online purchasing rates
classification-algorithims colab-notebook data-visualization decision-tree-classifier google-cloud logistic-regression machine-learning python svm-classifier unbalanced-data
Language:Jupyter Notebook 0
Leoelsilva / predictiveanalytics
(Python) Proyecto enfocado en la creación de modelos predictivos como Regresión Logistica, Arboles de Decisión, KNN, SVM, Naive Bayes y Ensamblados. Inicialmente el problema consta de un analisis crediticio de clientes buenos/malos. Se utiliza una BBDD de clases desbalanceadas la cual se limpia y procesa para alimentar los modelos
cross-validation data-science datamining decision-trees ensamble-model gridsearchcv information-value knn logistic-regression naive-bayes predictive-analytics predictive-modeling svm unbalanced-data visualization
Language:Jupyter Notebook
Safaa-p / Machine-Failure-Prediction
Predicting Machine failure using Machine learning on a synthetic dataset of an existing milling machine consisting of 10,000 data points
big-data classification clustering decision-tree machine-failure machine-learning neural-network pyspark-mllib spark spark-sql svm-classifier unbalanced-data
Language:Jupyter Notebook

unbalanced-data

SNBQT / Limited-Data-Rolling-Bearing-Fault-Diagnosis-with-Few-shot-Learning

Albertsr / Class-Imbalance

evanotero / deep-music-genre-classification

tarun360 / Adversarial-Attack-on-3D-U-Net-model-Brain-Tumour-Segmentation.

soroushjavdan / RandomBalanceBoost

SaeidRostami / Customer_Churn

celestialtaha / Unbalanced-dataset-Classification

rematchka / Intended-Sarcasm-Detection-In-English-and-Arabic-for-extremly-unbalanced-datasets

wyuechuan / Focal-loss-and-balance-factor-for-classification

AlouiAmine / anomaly_detection

Go-MinSeong / Predicting-whether-your-mail-will-be-read

jCodingStuff / NLPReddit

kpratikin / Credit-Card-Fraud

SakinaJaffri / British_Airway_Virtual_Internship

aabritidutta / Creditcard-Fraud-Detection

AkashSDas / cassava-leaf-disease-classification

arianaira / mlp-unbalanced-classification

Bushramjad / Image-classification-with-unbalanced-classes

dadavalangege / Classification_Models

GayatriSharma23 / Autism-Prediction

isaaccs / Insurance-reports-through-deep-neural-networks

JoyWang0320 / Data-Mining_Credit-Card-Fraud-Detection

MaryemSamet / Parkinson-diagnostic

mmaguero / textcat-josa

mustafahakkoz / Advertisement-CTR-Prediction

newsteps8 / Term-Deposit-Prediction

pminguez / MachineLearning4UnbalancedData

RickFSA / Lending_Club_Default_Prediction

sarahdianti / unbalanced_panel_data

SimarjotKaur / Customer-Churn-Prediction

ValeriaPineda23 / Loan-Eligibility-Predictions

yuneming / UnbalancedDataLearning

ahmadara / Credit-card-fraud-detection

jaymax01 / predicting-customer-purchases

Leoelsilva / predictiveanalytics

Safaa-p / Machine-Failure-Prediction