cost-sensitive-learning
There are 38 repositories under cost-sensitive-learning topic.
Albertsr/Class-Imbalance
Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.
iamyuanchung/csdnn
Theano implementation of Cost-Sensitive Deep Neural Networks
AlexGidiotis/Advanced-ML-techniques
This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.
imranulashrafi/banner
Pytorch implementation for paper 'BANNER: A Cost-Sensitive Contextualized Model for Bangla Named Entity Recognition'
kochlisGit/Advanced-ML
Advanced Machine Learning Algorithms including Cost-Sensitive Learning, Class Imbalances, Multi-Label Data, Multi-Instance Learning, Active Learning, Multi-Relational Data Mining, Interpretability in Python using Scikit-Learn.
alianoroozi/Cost-Sensitive-Learning-By-Genetic
A python implementation of a genetic algorithm based approach for cost sensitive learning
emredogan7/genetic-algorithm-based-cost-sensitive-learning
A genetic algorithm based approach for cost sensitive learning, in which the misclassification cost is considered together with the cost of feature extraction.
tuanrpt/DCKM
Deep Cost-sensitive Kernel Machine Model - PAKDD 2020
DEC4F/cost-sensitive-knn
Implementation of cost sensitive KNN algorithm described in Qin, et al, 2013
orestislampridis/africa_recession
Predicting whether an African country will be in recession or not with advanced machine learning techniques involving class imbalance, cost-sensitive learning and explainable machine learning
anil-adepu/Melanoma-Classification-using-Knowledge-Distillation-for-Highly-Imbalanced-Data
Official code for our paper - "Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data".
kozodoi/DMC_2019
Solution to the Data Mining Cup 2019 competition
CoGian/toxicity-detection-in-text
This work focuses on the development of machine learning models, in particular neural networks and SVM, where they can detect toxicity in comments. The topics we will be dealing with: a) Cost-sensitive learning, b) Class imbalance
mobashgr/WeLT
A cost-sensitive BERT that handles the class imbalance for the task of biomedical NER.
Saket03-P/Ethereum-Transactions-Fraud-Detection
Worked on detecting illicit transactions in the Ethereum Transactions dataset by increasing our dataset size, and with little tolerance to missing fraudulent transactions.
dibya404/Gastrointestinal-Disease-Classification-through-Explainable-and-Cost-Sensitive-DNN-with-SCL
Gastrointestinal diseases classification using Contrastive and Cost-sensitive Learning
ElsevierSoftwareX/SOFTX-D-20-00097
Software to build Decision Trees for imbalanced data. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001242
JoyWang0320/Data-Mining_Credit-Card-Fraud-Detection
To solve two main issues in credit card fraud detection - skewness of the data and cost-sensitivity
KipedeneCoulibaly/Kcsboost
R package for dealing with cost-sensitive learning (class imbalance and classification error cost) in a multiclass setting using lasso regularized logistic regression and gradient boosted decision trees.
mormegil108/Handling-Imbalanced-Data-in-Building-Energy-Benchmarking
This repository includes the analysis and report of a machine learning study created for an international academic conference IPCMC 2022.
shahariar-shibli/Explainable-Cost-Sensitive-Deep-Neural-Networks-for-Brain-Tumor-Detection-from-Brain-MRI-Images
Paper under review on "Multimedia Tools and Applications" journal.
shahariar-shibli/Gastrointestinal-Disease-Classification-through-Explainable-and-Cost-Sensitive-DNN-with-SCL
Gastrointestinal disease classification using Contrastive and Cost-sensitive Learning
SophiaVei/Cost-Sensitive-Learning
Cost Sensitive Learning in German Credit Data
spriyanth/imbalanced_classification
Supplementary codes of the Master Thesis "Binary Classification on Imbalanced Datasets"
zislam/CSForest
Weka implementation of the cost-sensitive decision forest algorithm CSForest.
CarlosOrtegaV/PUCSBoost
Software implementation of a manuscript submitted to Information Sciences
Giut0/NASA-NEO-Project
Final project for Data Mining course (Uniba)
hiyamgh/dementia
Dementia Prediction by Khalil El Asmar, Fatima Abu Salem, Hiyam Ghannam, Roaa Al-Feel
krdevoe/MetaCost
A python class for making machine learning algorithms cost sensitive.
ktoufiquee/A-Comparative-Analysis-of-Noise-Reduction-Methods-in-Sentiment-Analysis-on-Noisy-Bangla-Texts
Noise Identification, Noise reduction, and Sentiment Analysis on Bangla Noisy Texts
pdoup/ATML-notebooks
Proposed assignment notebooks for Advanced Topics in Machine Learning tasks
pnborchert/ieseg_credscore
Credit Scoring Course: Module
sushant-09/Dealing-with-Class-Imbalance-in-ML
Most existing classification approaches assume the underlying training set is evenly distributed but many real-world classification problems have an imbalanced class distribution, such as rare disease identification, fraud detection, spam detection, churn prediction, electricity theft & pilferage etc.
GeorgeM2000/Diabetes-Diagnosis-and-Malware-Detection
This project endeavors to synthesize the challenges posed by varying misclassification costs and class imbalances, along with the corresponding solutions available for addressing these issues.
jabhinav/Data-Science-and-ML-for-Structured-Data-Classification
Repo contains scripts to perform data analysis on structure data. It also provides a comparison of various ML algorithms at different stages of data preparation.
Vivianstats/TUBE
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary Classification