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Binary Classification

Papers

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Showing 951–1000 of 2574 papers

TitleStatusHype
Fundamental Bounds on Online Strategic Classification—0
A Comparison of Modeling Preprocessing Techniques—0
Neural-based classification rule learning for sequential data—0
A Generalized Weighted Loss for SVC and MLP—0
Does the evaluation stand up to evaluation? A first-principle approach to the evaluation of classifiers—0
A Log-linear Gradient Descent Algorithm for Unbalanced Binary Classification using the All Pairs Squared Hinge Loss—0
MVMTnet: A Multi-variate Multi-modal Transformer for Multi-class Classification of Cardiac Irregularities Using ECG Waveforms and Clinical NotesCode1
The Generalization Error of Stochastic Mirror Descent on Over-Parametrized Linear Models—0
EnfoMax: Domain Entropy and Mutual Information Maximization for Domain Generalized Face Anti-spoofing—0
FedABC: Targeting Fair Competition in Personalized Federated Learning—0
Quantum Learning Theory Beyond Batch Binary Classification—0
Lero: A Learning-to-Rank Query OptimizerCode1
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear DetectionCode0
The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical StudyCode0
Hybrid Genetic Optimisation for Quantum Feature Map DesignCode0
GAN-based Vertical Federated Learning for Label Protection in Binary Classification—0
Longformer: Longitudinal Transformer for Alzheimer's Disease Classification with Structural MRIsCode0
iPAL: A Machine Learning Based Smart Healthcare Framework For Automatic Diagnosis Of Attention Deficit/Hyperactivity Disorder (ADHD)—0
Human Fall Detection- Multimodality Approach—0
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized DeletionCode0
Classified as unknown: A novel Bayesian neural network—0
Understanding Self-Distillation in the Presence of Label Noise—0
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification—0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
Lp Quasi-norm Minimization: Algorithm and Applications—0
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair ClassificationCode0
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons—0
Topological Understanding of Neural Networks, a survey—0
Long-tail Detection with Effective Class-MarginsCode1
Deterministic Online Classification: Non-iteratively Reweighted Recursive Least-Squares for Binary Class Rebalancing—0
Deep Learning for scalp High Frequency Oscillations Identification—0
A Machine Learning Approach for Player and Position Adjusted Expected Goals in Football (Soccer)—0
An Analysis of Loss Functions for Binary Classification and Regression—0
Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers—0
Large Deviations for Classification Performance Analysis of Machine Learning Systems—0
Automated speech- and text-based classification of neuropsychiatric conditions in a multidiagnostic setting—0
The Optimal Input-Independent Baseline for Binary Classification: The Dutch Draw—0
Reduced Deep Convolutional Activation Features (R-DeCAF) in Histopathology Images to Improve the Classification Performance for Breast Cancer Diagnosis—0
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPICode0
Machine Fault Classification using Hamiltonian Neural Networks—0
Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction—0
Interactive Segmentation As Gaussion Process ClassificationCode1
A Loopback Network for Explainable Microvascular Invasion Classification—0
Information Transfer Rate in BCIs: Towards Tightly Integrated Symbiosis—0
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models—0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis—0
Content Rating Classification for Fan Fiction—0
ECG-Based Electrolyte Prediction: Evaluating Regression and Probabilistic MethodsCode0
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection—0
Exploring Hybrid and Ensemble Models for Multiclass Prediction of Mental Health Status on Social Media—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