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Binary Classification

Papers

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Showing 1376–1400 of 2574 papers

TitleStatusHype
Robust SVM Optimization in Banach spaces—0
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules—0
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes—0
Improving the repeatability of deep learning models with Monte Carlo dropoutCode0
Binary Classification for High Dimensional Data using Supervised Non-Parametric Ensemble Method—0
Monotone Learning—0
Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization—0
Loss-guided Stability Selection—0
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim VerificationCode0
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks—0
JARVix at SemEval-2022 Task 2: It Takes One to Know One? Idiomaticity Detection using Zero and One-Shot LearningCode0
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer InterfacesCode0
Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems—0
Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors—0
Hyperparameter Optimization for COVID-19 Chest X-Ray Classification—0
Pre-Trained Language Transformers are Universal Image Classifiers—0
Uncertainty-aware deep learning methods for robust diabetic retinopathy classification—0
Why Did You Not Compare With That? Identifying Papers for Use as BaselinesCode0
Long Short-Term Memory Neural Network for Financial Time Series—0
Learning-From-Disagreement: A Model Comparison and Visual Analytics Framework—0
SigGAN : Adversarial Model for Learning Signed Relationships in Networks—0
Risk bounds for PU learning under Selected At Random assumption—0
Transfer Learning for Quantum Classifiers: An Information-Theoretic Generalization Analysis—0
Optimizing Prediction of MGMT Promoter Methylation from MRI Scans using Adversarial Learning—0
Blackbox Post-Processing for Multiclass FairnessCode0
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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