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Binary Classification

Papers

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Showing 2051–2100 of 2574 papers

TitleStatusHype
An Improved Dung Beetle Optimizer for Random Forest Optimization—0
An Interpretable Machine Learning Approach to Understanding the Relationships between Solar Flares and Source Active Regions—0
HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection—0
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification—0
A No Free Lunch Theorem for Human-AI Collaboration—0
Anomalous Sound Detection Using a Binary Classification Model and Class Centroids—0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations—0
Anomaly Detection using Capsule Networks for High-dimensional Datasets—0
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks—0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns—0
A Note on Posterior Probability Estimation for Classifiers—0
A Notion of Uniqueness for the Adversarial Bayes Classifier—0
An "outside the box" solution for imbalanced data classification—0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators—0
A Novel Approach To Network Intrusion Detection System Using Deep Learning For Sdn: Futuristic Approach—0
A Novel Gaussian Min-Max Theorem and its Applications—0
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification—0
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques—0
A Novel Loss Function-based Support Vector Machine for Binary Classification—0
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices—0
A Novel Supervised Deep Learning Solution to Detect Distributed Denial of Service (DDoS) attacks on Edge Systems using Convolutional Neural Networks (CNN)—0
An Overview of General Performance Metrics of Binary Classifier Systems—0
A Petri Dish for Histopathology Image Analysis—0
A plug-in approach to maximising precision at the top and recall at the top—0
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification—0
Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model—0
Application of quantum machine learning using quantum kernel algorithms on multiclass neuron M type classification—0
Application of Quantum Tensor Networks for Protein Classification—0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology—0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis—0
Applying Multilingual and Monolingual Transformer-Based Models for Dialect Identification—0
Applying Pre-trained Multilingual BERT in Embeddings for Improved Malicious Prompt Injection Attacks Detection—0
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets—0
Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification—0
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models—0
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems—0
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts—0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD—0
Area under the ROC Curve has the Most Consistent Evaluation for Binary Classification—0
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks—0
Are Face Detection Models Biased?—0
A Report on the Complex Word Identification Shared Task 2018—0
A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection—0
A Robust Multi-Batch L-BFGS Method for Machine Learning—0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets—0
A Self-Supervised Transformer for Unusable Shared Bike Detection—0
Estimating a sharp convergence bound for randomized ensembles—0
Data classification by quantum radial basis function networks—0
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset—0
A Smart Healthcare System for Monkeypox Skin Lesion Detection and Tracking—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