cost-sensitive-learning

There are 5 repositories under cost-sensitive-learning topic.

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 99
iamyuanchung / csdnn
Theano implementation of Cost-Sensitive Deep Neural Networks
deep-learning imbalanced-learning cost-sensitive-learning theano
Language:Python 25
AlexGidiotis / Advanced-ML-techniques
This repo contains implementation of advanced ML techniques. Includes model ensembles, cost-sensitive learning and dealing with class imbalance.
multilabel-classification cost-sensitive-learning imbalance ensemble-learning fasttext keras tensorflow sklearn active-learning hierarchical-neural-nets
Language:Python 19
imranulashrafi / banner
Pytorch implementation for paper 'BANNER: A Cost-Sensitive Contextualized Model for Bangla Named Entity Recognition'
bangla bengali ner bert contextualized cost-sensitive-learning
Language:Python 14
alianoroozi / Cost-Sensitive-Learning-By-Genetic
A python implementation of a genetic algorithm based approach for cost sensitive learning
cost-sensitive-learning genetic-algorithm python
Language:Jupyter Notebook 8
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.
advanced-ml machine-learning-algorithms machine-learning python numpy pandas cost-sensitive-learning class-imbalance multi-label-learning multi-instance-learning active-learning multi-relational-data-mining interpretability semi-supervised-learning sklearn scikit-learn tensorflow
Language:Jupyter Notebook 8
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.
genetic-algorithm cost-sensitive-learning neural-network decision-tree knn-classifier
Language:Python 7
tuanrpt / DCKM
Deep Cost-sensitive Kernel Machine Model - PAKDD 2020
cost-sensitive-learning kernel-methods bi-rnn vulnerability-detection
Language:Python 6
DEC4F / cost-sensitive-knn
Implementation of cost sensitive KNN algorithm described in Qin, et al, 2013
cost-sensitive cost-sensitive-learning knn k-nearest-neighbours stacking machine-learning
Language:Python 5
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
machine-learning class-imbalance cost-sensitive-learning explainable-machine-learning
Language:Jupyter Notebook 4
kozodoi / DMC_2019
Solution to the Data Mining Cup 2019 competition
data-mining-cup competition classification cost-sensitive-learning
Language:Jupyter Notebook 3
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".
computer-vision cost-sensitive-learning deep-neural-networks deeplearning efficientnet isic-2020 knowledge-distillation medical-image-analysis melanoma-classification skin-lesions
Language:Jupyter Notebook 2
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
toxicity-detection cost-sensitive-learning imbalance neural-networks roberta-model transformer hate-speech tpu tpu-acceleration
Language:Python 2
mobashgr / WeLT
A cost-sensitive BERT that handles the class imbalance for the task of biomedical NER.
biomedical-applications cost-sensitive-learning ner biobert pubmed scibert bias bias-correction bioner bionlp
Language:Python 2
dibya404 / Gastrointestinal-Disease-Classification-through-Explainable-and-Cost-Sensitive-DNN-with-SCL
Gastrointestinal diseases classification using Contrastive and Cost-sensitive Learning
cnn-classification contrastive-learning cost-sensitive-learning deep-learning explainable-artificial-intelligence hyper-kvasir medical-imaging pretrained-models
Language:Jupyter Notebook 1
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
decision-trees generalized-entropy cost-sensitive-learning imbalanced-data
Language:R 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
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.
data-science statistics econometrics machine-learning cost-sensitive-learning
Language:R 1
metaboulie / PyShiftLearn
Help you interact with different packages regarding imbalanced-learning, and extend them to search for a best model
cost-sensitive-learning deep-learning imbalanced-learning machine-learning python pytorch
Language:Python 1
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.
artificial-neural-networks building-energy-benchmarking cost-sensitive-learning machine-learning automation-in-construction
Language:Jupyter Notebook 1
pnborchert / ieseg_credscore
Credit Scoring Course: Module
cost-sensitive-learning credit-score-card credit-scoring
Language:Python 1
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.
brain-mri-images brain-tumor brain-tumor-detection class-imbalance cnn cost-sensitive-learning deep-learning explainable-ai gradcam-visualization medical-imaging pretrained-models tumor tumor-detection
Language:Jupyter Notebook 1
SophiaVei / Cost-Sensitive-Learning
Cost Sensitive Learning in German Credit Data
cost-sensitive-learning german-credit-dataset naive-bayes random-forest svm
Language:Jupyter Notebook 1
zislam / CSForest
Weka implementation of the cost-sensitive decision forest algorithm CSForest.
java weka classification cost-sensitive-learning cost-sensitive cost-sensitive-classification data-mining data-science data-analysis software-defect-prediction
Language:Java 1
CarlosOrtegaV / PUCSBoost
Software implementation of a manuscript submitted to Information Sciences
cost-sensitive-learning imbalanced-learning pu-learning
Language:Python 0
hiyamgh / dementia
Dementia Prediction by Khalil El Asmar, Fatima Abu Salem, Hiyam Ghannam, Roaa Al-Feel
cost-sensitive-learning data-science feedforward-neural-network few-shot-learning imbalanced-data machine-learning maml meta-learning tensorflow
Language:Jupyter Notebook 0
krdevoe / MetaCost
A python class for making machine learning algorithms cost sensitive.
imbalanced-learning imbalanced-classification cost-sensitive-learning cost-sensitive-classification
0
ATML-notebooks
pdoup / ATML-notebooks
Proposed assignment notebooks for Advanced Topics in Machine Learning tasks
active-learning cost-sensitive-learning imbalanced-data machine-learning multi-instance-learning multi-label-classification numpy scikit-learn
Language:Jupyter Notebook 0
imbalanced_classification
spriyanth / imbalanced_classification
Supplementary codes of the Master Thesis "Binary Classification on Imbalanced Datasets"
imbalanced-data imbalanced-learning imbalanced-classification ensemble-learning hybrid-algorithms oversampling undersampling cost-sensitive-learning
Language:Python 0
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.
machine-learning smote-sampling class-imbalance cost-sensitive-learning ensemble-learning one-class-learning
Language:Jupyter Notebook 0
Giut0 / NASA-NEO-Project
Final project for Data Mining course (Uniba)
astroinformatics astronomy astrophysics cost-sensitive-learning datamining datascience imbalanced-data imbalanced-learning machine-learning nasa resampling
Language:Jupyter Notebook
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.
machine-learning-algorithms data-preparation data-analysis cost-sensitive-learning data-science binary-classification under-sampling over-sampling
Language:Jupyter Notebook
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
back-translation bangla bangla-dataset bengali cost-sensitive-learning mask-language-modeling noise-reduction paraphrase sentiment-analysis spelling-correction transformer
Language:Jupyter Notebook
ryanquinnnelson / CMU-02718-Patient-Mortality-Classification-using-ML
Fall 2020 - Computational Medicine - course project
predictive-modeling classification imputation-methods machine-learning pca recursive-feature-elimination ridge-classifier cost-sensitive-learning random-forest-classifier decision-tree-classifier adaboost-classifier clinical-data
Language:Jupyter Notebook
shahariar-shibli / Gastrointestinal-Disease-Classification-through-Explainable-and-Cost-Sensitive-DNN-with-SCL
Gastrointestinal disease classification using Contrastive and Cost-sensitive Learning
cnn-classification contrastive-learning cost-sensitive-learning deep-learning explainable-artificial-intelligence hyperkvasir medical-imaging pretrained-models
Language:Jupyter Notebook
Vivianstats / TUBE
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary Classification
classification cost-sensitive-learning type-i-error
Language:R

cost-sensitive-learning

Albertsr / Class-Imbalance

iamyuanchung / csdnn

AlexGidiotis / Advanced-ML-techniques

imranulashrafi / banner

alianoroozi / Cost-Sensitive-Learning-By-Genetic

kochlisGit / Advanced-ML

emredogan7 / genetic-algorithm-based-cost-sensitive-learning

tuanrpt / DCKM

DEC4F / cost-sensitive-knn

orestislampridis / africa_recession

kozodoi / DMC_2019

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

CoGian / toxicity-detection-in-text

mobashgr / WeLT

dibya404 / Gastrointestinal-Disease-Classification-through-Explainable-and-Cost-Sensitive-DNN-with-SCL

ElsevierSoftwareX / SOFTX-D-20-00097

JoyWang0320 / Data-Mining_Credit-Card-Fraud-Detection

KipedeneCoulibaly / Kcsboost

metaboulie / PyShiftLearn

mormegil108 / Handling-Imbalanced-Data-in-Building-Energy-Benchmarking

pnborchert / ieseg_credscore

shahariar-shibli / Explainable-Cost-Sensitive-Deep-Neural-Networks-for-Brain-Tumor-Detection-from-Brain-MRI-Images

SophiaVei / Cost-Sensitive-Learning

zislam / CSForest

CarlosOrtegaV / PUCSBoost

hiyamgh / dementia

krdevoe / MetaCost

pdoup / ATML-notebooks

spriyanth / imbalanced_classification

sushant-09 / Dealing-with-Class-Imbalance-in-ML

Giut0 / NASA-NEO-Project

jabhinav / Data-Science-and-ML-for-Structured-Data-Classification

ktoufiquee / A-Comparative-Analysis-of-Noise-Reduction-Methods-in-Sentiment-Analysis-on-Noisy-Bangla-Texts

ryanquinnnelson / CMU-02718-Patient-Mortality-Classification-using-ML

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

Vivianstats / TUBE