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Binary Classification

Papers

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Showing 876–900 of 2574 papers

TitleStatusHype
On Excess Risk Convergence Rates of Neural Network Classifiers—0
Tile Classification Based Viewport Prediction with Multi-modal Fusion Transformer—0
Can-SAVE: Mass Cancer Risk Prediction via Survival Analysis Variables and EHR—0
Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data—0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making—0
Des-q: a quantum algorithm to provably speedup retraining of decision trees—0
Neural Network-Based Rule Models With Truth Tables—0
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset—0
One-Class Knowledge Distillation for Spoofing Speech Detection—0
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection—0
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes—0
On Regularized Sparse Logistic Regression—0
A Novel Supervised Deep Learning Solution to Detect Distributed Denial of Service (DDoS) attacks on Edge Systems using Convolutional Neural Networks (CNN)—0
Outlier Robust Adversarial TrainingCode0
BNS-Net: A Dual-channel Sarcasm Detection Method Considering Behavior-level and Sentence-level Conflicts—0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
Distributed Variational Inference for Online Supervised LearningCode0
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Majorization-Minimization for sparse SVMs—0
Pseudo-Boolean Polynomials Approach To Edge Detection And Image Segmentation—0
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
Compressor-Based Classification for Atrial Fibrillation Detection—0
QKSAN: A Quantum Kernel Self-Attention Network—0
The Potential of Quantum Techniques for Stock Price Prediction—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