cost-sensitive-learning | Topic | Ecosyste.ms: Repos

Topic: "cost-sensitive-learning"

Albertsr/Class-Imbalance

Cost-Sensitive Learning / ReSampling / Weighting / Thresholding / BorderlineSMOTE / AdaCost / etc.

Language: Python - Size: 6 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 96 - Forks: 25

iamyuanchung/csdnn

Theano implementation of Cost-Sensitive Deep Neural Networks

Language: Python - Size: 30.3 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 24 - Forks: 5

ShimantoRahman/empulse

Value-driven and cost-sensitive analysis for scikit-learn

Language: Python - Size: 13.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 21 - Forks: 1

AlexGidiotis/Advanced-ML-techniques

This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.

Language: Python - Size: 35.2 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 19 - Forks: 7

imranulashrafi/banner

Pytorch implementation for paper 'BANNER: A Cost-Sensitive Contextualized Model for Bangla Named Entity Recognition'

Language: Python - Size: 94.7 KB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 14 - Forks: 5

alianoroozi/Cost-Sensitive-Learning-By-Genetic

A python implementation of a genetic algorithm based approach for cost sensitive learning

Language: Jupyter Notebook - Size: 89.8 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 0

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.

Language: Python - Size: 861 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 1

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.

Language: Jupyter Notebook - Size: 166 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 6 - Forks: 2

tuanrpt/DCKM

Deep Cost-sensitive Kernel Machine Model - PAKDD 2020

Language: Python - Size: 5.36 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 3

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

Language: Jupyter Notebook - Size: 6.89 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

kozodoi/DMC_2019

Solution to the Data Mining Cup 2019 competition

Language: Jupyter Notebook - Size: 52 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

DEC4F/cost-sensitive-knn

Implementation of cost sensitive KNN algorithm described in Qin, et al, 2013

Language: Python - Size: 860 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 3

mobashgr/WeLT

A cost-sensitive BERT that handles the class imbalance for the task of biomedical NER.

Language: Python - Size: 156 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 1

anil-adepu/Melanoma-Classification-using-Knowledge-Distillation-for-Highly-Imbalanced-Data

Official code for the paper - "Melanoma classification from dermatoscopy images using knowledge distillation for highly imbalanced data".

Language: Jupyter Notebook - Size: 755 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

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

Language: Python - Size: 146 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

metaboulie/PyShiftLearn

Help you interact with different packages regarding imbalanced-learning, and extend them to search for a best model

Language: Python - Size: 28.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

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.

Language: Jupyter Notebook - Size: 931 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

kipedene/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.

Language: R - Size: 482 KB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

ElsevierSoftwareX/SOFTX-D-20-00097 Fork of KrzyGajow/ImbTreeEntropy

Software to build Decision Trees for imbalanced data. To cite this Original Software Publication: https://www.sciencedirect.com/science/article/pii/S2352711021001242

Size: 2.8 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

zislam/CSForest

Weka implementation of the cost-sensitive decision forest algorithm CSForest.

Language: Java - Size: 41 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

OfficialYapper/Project-Credit-Risk-Analysis

German Credit Data - 1994

Language: Jupyter Notebook - Size: 2.42 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

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

Language: Jupyter Notebook - Size: 3.37 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 1

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.

Language: Jupyter Notebook - Size: 208 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Giut0/NASA-NEO-Project

Final project for Data Mining course (Uniba)

Language: Jupyter Notebook - Size: 25.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

CarlosOrtegaV/PUCSBoost

Software implementation of a manuscript submitted to Information Sciences

Language: Python - Size: 85 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

shahariar-shibli/Gastrointestinal-Disease-Classification-through-Explainable-and-Cost-Sensitive-DNN-with-SCL Fork of dibya404/Gastrointestinal-Disease-Classification-through-Explainable-and-Cost-Sensitive-DNN-with-SCL

Gastrointestinal disease classification using Contrastive and Cost-sensitive Learning

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0