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Binary Classification

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Showing 1051–1100 of 2574 papers

TitleStatusHype
Forecasting Particle Accelerator Interruptions Using Logistic LASSO Regression—0
Applying unsupervised keyphrase methods on concepts extracted from discharge sheets—0
Positive Unlabeled Learning Selected Not At Random (PULSNAR): class proportion estimation when the SCAR assumption does not holdCode0
Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection—0
Window-Based Early-Exit Cascades for Uncertainty Estimation: When Deep Ensembles are More Efficient than Single ModelsCode0
Optimizing Convolutional Neural Networks for Chronic Obstructive Pulmonary Disease Detection in Clinical Computed Tomography Imaging—0
Transformer Models for Acute Brain Dysfunction Prediction—0
VMCDL: Vulnerability Mining Based on Cascaded Deep Learning Under Source Control Flow—0
A Test Statistic Estimation-based Approach for Establishing Self-interpretable CNN-based Binary Classifiers—0
Automatic Debiased Learning from Positive, Unlabeled, and Exposure Data—0
On the Implicit Bias of Linear Equivariant Steerable Networks—0
Learning Label Encodings for Deep RegressionCode0
On the complexity of PAC learning in Hilbert spaces—0
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification—0
Sparse-penalized deep neural networks estimator under weak dependence—0
Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models—0
Complementary to Multiple Labels: A Correlation-Aware Correction Approach—0
A Comparison of Modeling Preprocessing Techniques—0
Fundamental Bounds on Online Strategic Classification—0
On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space—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
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
Quantum Learning Theory Beyond Batch Binary Classification—0
FedABC: Targeting Fair Competition in Personalized Federated Learning—0
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
Human Fall Detection- Multimodality Approach—0
iPAL: A Machine Learning Based Smart Healthcare Framework For Automatic Diagnosis Of Attention Deficit/Hyperactivity Disorder (ADHD)—0
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized DeletionCode0
Classified as unknown: A novel Bayesian neural network—0
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification—0
Understanding Self-Distillation in the Presence of Label Noise—0
Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging DataCode0
Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair ClassificationCode0
Lp Quasi-norm Minimization: Algorithm and Applications—0
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons—0
Topological Understanding of Neural Networks, a survey—0
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
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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