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Binary Classification

Papers

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Showing 1301–1325 of 2574 papers

TitleStatusHype
Soft-SVM Regression For Binary Classification—0
Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities—0
Improving AMD diagnosis by the simultaneous identification of associated retinal lesions—0
Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring—0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD—0
Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images—0
A Boosting Algorithm for Positive-Unlabeled Learning—0
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias—0
Evolution strategies: Application in hybrid quantum-classical neural networks—0
A two-steps approach to improve the performance of Android malware detectors—0
Classification as Direction Recovery: Improved Guarantees via Scale Invariance—0
Fundamental Laws of Binary Classification—0
CONSENT: Context Sensitive Transformer for Bold Words Classification—0
Binarizing by Classification: Is soft function really necessary?—0
Utilizing coarse-grained data in low-data settings for event extraction—0
Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan—0
Incident duration prediction using a bi-level machine learning framework with outlier removal and intra-extra joint optimisationCode0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—0
Assigning Species Information to Corresponding Genes by a Sequence Labeling FrameworkCode0
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray DataCode0
Automated Imbalanced Classification via Layered Learning—0
Understanding CNNs from excitations—0
Ensemble pruning via an integer programming approach with diversity constraints—0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
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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