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Binary Classification

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Showing 1301–1350 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
Bias Mitigation in Machine Translation Quality EstimationCode0
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models—0
The Multimarginal Optimal Transport Formulation of Adversarial Multiclass ClassificationCode0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate—0
Data-driven prediction and control of extreme events in a chaotic flow—0
Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model—0
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization—0
Inducing Gaussian Process Networks—0
Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices—0
Imbalanced Classification via a Tabular Translation GAN—0
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language—0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology—0
Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition—0
MARF: Multiscale Adaptive-switch Random Forest for Leg Detection with 2D Laser Scanners—0
Generalization Error Bounds for Multiclass Sparse Linear Classifiers—0
Breaking Fair Binary Classification with Optimal Flipping Attacks—0
Intersection Prediction from Single 360° Image via Deep Detection of Possible Direction of Travel—0
On Improving Cross-dataset Generalization of Deepfake Detectors—0
Emphasis on the Minimization of False Negatives or False Positives in Binary Classification—0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning—0
Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-GuidanceCode0
Building Decision Forest via Deep Reinforcement Learning—0
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks—0
Learning multiobjective rough terrain traversability—0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor—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