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Binary Classification

Papers

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Showing 351–400 of 2574 papers

TitleStatusHype
Automated Discovery of Mathematical Definitions in Text—0
A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances—0
Automated diagnosis of lung diseases using vision transformer: a comparative study on chest x-ray classification—0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
Binarizing by Classification: Is soft function really necessary?—0
A Model-free Closeness-of-influence Test for Features in Supervised Learning—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
3D Interest Point Detection via Discriminative Learning—0
Automated dysgraphia detection by deep learning with SensoGrip—0
Automated external cervical resorption segmentation in cone-beam CT using local texture features—0
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates—0
Automated Imbalanced Classification via Layered Learning—0
Automated interpretation of congenital heart disease from multi-view echocardiograms—0
An ADMM Based Framework for AutoML Pipeline Configuration—0
Automated Mammogram Analysis with a Deep Learning Pipeline—0
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning—0
Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations—0
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting—0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit—0
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs—0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks—0
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification—0
Automatic Detection and Classification of Corona Infection (COVID-19) from X-ray Images Using Convolution Neural Network—0
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree—0
Automatic Detection of Cyberbullying in Social Media Text—0
Automatic detection of stance towards vaccination in online discussion forums—0
Automatic Difficulty Classification of Arabic Sentences—0
Automatic learning algorithm selection for classification via convolutional neural networks—0
Automatic Main Character Recognition for Photographic Studies—0
Automatic Radar Signal Detection and FFT Estimation using Deep Learning—0
Automatic Sexism Detection with Multilingual Transformer Models—0
Automatic TM Cleaning through MT and POS Tagging: Autodesk's Submission to the NLP4TM 2016 Shared Task—0
Automatic Transformation of Clinical Narratives into Structured Format—0
Autoregressive Generative Adversarial Networks—0
Analysis of High-dimensional Gaussian Labeled-unlabeled Mixture Model via Message-passing Algorithm—0
Analysis of human visual field information using machine learning methods and assessment of their accuracy—0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)—0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning—0
Auto Detecting Cognitive Events Using Machine Learning on Pupillary Data—0
Accurate Streaming Support Vector Machines—0
Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning—0
Bad and good errors: value-weighted skill scores in deep ensemble learning—0
An Analysis of Active Learning With Uniform Feature Noise—0
Balancing Fairness and Accuracy in Data-Restricted Binary Classification—0
Balancing the Scales: A Comprehensive Study on Tackling Class Imbalance in Binary Classification—0
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels—0
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields—0
An Approach to Reducing Annotation Costs for BioNLP—0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified