SOTAVerified

Binary Classification

Papers

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Showing 601–650 of 2574 papers

TitleStatusHype
Data-Driven Estimation of the False Positive Rate of the Bayes Binary Classifier via Soft Labels—0
Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification—0
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
Alleviating Structural Distribution Shift in Graph Anomaly DetectionCode1
Smooth Ranking SVM via Cutting-Plane MethodCode0
Enumerating the k-fold configurations in multi-class classification problemsCode1
TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data—0
Feature Selection via Robust Weighted Score for High Dimensional Binary Class-Imbalanced Gene Expression Data—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
Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI—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
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach—0
Reliability Analysis of Psychological Concept Extraction and Classification in User-penned Text—0
Brain Tumor Radiogenomic Classification—0
A Closer Look at AUROC and AUPRC under Class ImbalanceCode1
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change ImpactsCode0
MISS: Multiclass Interpretable Scoring SystemsCode0
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks—0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI—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
Self-Calibrating Vicinal Risk Minimisation for Model CalibrationCode0
Positive-Unlabeled Learning by Latent Group-Aware Meta DisambiguationCode1
Factor Importance Ranking and Selection using Total Indices—0
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
Multilingual Bias Detection and Mitigation for Indian Languages—0
On support vector machines under a multiple-cost scenario—0
Cluster-based classification with neural ODEs via control—0
Metalearning with Very Few Samples Per Task—0
Deep Learning Based Face Recognition Method using Siamese Network—0
A low-cost PPG sensor-based empirical study on healthy aging based on changes in PPG morphology—0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Enhancing Edge Intelligence with Highly Discriminant LNT Features—0
Leveraging the Urysohn Lemma of Topology for an Enhanced Binary ClassifierCode0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—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