SOTAVerified

Binary Classification

Papers

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Showing 751–800 of 2574 papers

TitleStatusHype
Combining shape and contour features to improve tool wear monitoring in milling processes—0
CapsF: Capsule Fusion for Extracting psychiatric stressors for suicide from twitter—0
PowerGraph: A power grid benchmark dataset for graph neural networks—0
Generalization Properties of Adversarial Training for _0-Bounded Adversarial Attacks—0
Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types—0
Graph-based Clustering for Detecting Semantic Change Across Time and LanguagesCode0
Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning—0
Data organization limits the predictability of binary classification—0
GuReT: Distinguishing Guilt and Regret related Text—0
Cross-Database Liveness Detection: Insights from Comparative Biometric AnalysisCode0
Geospatial Disparities: A Case Study on Real Estate Prices in ParisCode0
Consistent algorithms for multi-label classification with macro-at-k metricsCode0
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust OptimizationCode0
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning—0
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels—0
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness—0
Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
Smooth Ranking SVM via Cutting-Plane MethodCode0
Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data—0
TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data—0
Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI—0
Fine-tuning Large Language Models for Multigenerator, Multidomain, and Multilingual Machine-Generated Text Detection—0
A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search—0
Probabilistic Truly Unordered Rule SetsCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Tempo estimation as fully self-supervised binary classification—0
SemEval-2017 Task 4: Sentiment Analysis in Twitter using BERTCode0
Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text—0
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach—0
Brain Tumor Radiogenomic Classification—0
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change ImpactsCode0
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks—0
MISS: Multiclass Interpretable Scoring SystemsCode0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem—0
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine LearningCode0
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming—0
FairGridSearch: A Framework to Compare Fairness-Enhancing ModelsCode0
Shayona@SMM4H23: COVID-19 Self diagnosis classification using BERT and LightGBM models—0
Signal Processing in the Retina: Interpretable Graph Classifier to Predict Ganglion Cell Responses—0
Machine Learning Classification of Alzheimer's Disease Stages Using Cerebrospinal Fluid Biomarkers Alone—0
Factor Importance Ranking and Selection using Total Indices—0
Self-Calibrating Vicinal Risk Minimisation for Model CalibrationCode0
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Distance Guided Generative Adversarial Network for Explainable Binary ClassificationsCode0
Quantum Circuit for Random Forest Prediction—0
Joint empirical risk minimization for instance-dependent positive-unlabeled data—0
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear 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