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Binary Classification

Papers

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Showing 501–550 of 2574 papers

TitleStatusHype
Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions—0
Multiclass ROC—0
Exploring Boundaries and Intensities in Offensive and Hate Speech: Unveiling the Complex Spectrum of Social Media DiscourseCode0
Non-Invasive Suicide Risk Prediction Through Speech Analysis—0
Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification TasksCode0
A variable metric proximal stochastic gradient method: an application to classification problemsCode0
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal LearningCode1
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder—0
ToNER: Type-oriented Named Entity Recognition with Generative Language ModelCode0
StreakNet-Arch: An Anti-scattering Network-based Architecture for Underwater Carrier LiDAR-Radar ImagingCode0
Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image ClassificationCode1
Do We Really Need Imputation in AutoML Predictive Modeling?Code0
Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies—0
Robust performance metrics for imbalanced classification problems—0
Can Large Language Models Assess Serendipity in Recommender Systems?—0
RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data—0
Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach—0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Predictive Analytics of Varieties of PotatoesCode0
Bi-LORA: A Vision-Language Approach for Synthetic Image DetectionCode1
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysisCode0
PyTorch Frame: A Modular Framework for Multi-Modal Tabular LearningCode4
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context—0
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex AnnotationsCode0
Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays—0
Detecting Financial Bots on the Ethereum BlockchainCode0
Dealing with Imbalanced Classes in Bot-IoT Dataset—0
A Transformer-Based Framework for Payload Malware Detection and Classification—0
Minimax Optimal Fair Classification with Bounded Demographic DisparityCode0
State of the art applications of deep learning within tracking and detecting marine debris: A survey—0
On the rates of convergence for learning with convolutional neural networks—0
A Novel Loss Function-based Support Vector Machine for Binary Classification—0
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathologyCode0
Understanding the Ranking Loss for Recommendation with Sparse User FeedbackCode2
Biased Binary Attribute Classifiers Ignore the Majority ClassesCode0
Next day fire prediction via semantic segmentation—0
Towards Unsupervised Question Answering System with Multi-level Summarization for Legal Text—0
Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making—0
FH-TabNet: Multi-Class Familial Hypercholesterolemia Detection via a Multi-Stage Tabular Deep Learning—0
A comparative study on machine learning approaches for rock mass classification using drilling data—0
Accurate and Data-Efficient Micro-XRD Phase Identification Using Multi-Task Learning: Application to Hydrothermal Fluids—0
Forecasting Geoffective Events from Solar Wind Data and Evaluating the Most Predictive Features through Machine Learning Approaches—0
Predictive Analysis of Tuberculosis Treatment Outcomes Using Machine Learning: A Karnataka TB Data Study at a Scale—0
Model Will Tell: Training Membership Inference for Diffusion Models—0
How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural network on group imbalance—0
Balancing Fairness and Accuracy in Data-Restricted Binary Classification—0
Better than classical? The subtle art of benchmarking quantum machine learning modelsCode7
Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning—0
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language ModelCode1
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification—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