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Binary Classification

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Showing 626–650 of 2574 papers

TitleStatusHype
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