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Binary Classification

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Showing 1201–1250 of 2574 papers

TitleStatusHype
Feature subset selection for kernel SVM classification via mixed-integer optimization—0
Why Robust Generalization in Deep Learning is Difficult: Perspective of Expressive Power—0
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking TestbedCode1
Undersampling is a Minimax Optimal Robustness Intervention in Nonparametric ClassificationCode0
Residual-Concatenate Neural Network with Deep Regularization Layers for Binary Classification—0
An Adaptive Contrastive Learning Model for Spike Sorting—0
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
Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images—0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD—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
Classification as Direction Recovery: Improved Guarantees via Scale Invariance—0
Evolution strategies: Application in hybrid quantum-classical neural networks—0
A two-steps approach to improve the performance of Android malware detectors—0
Binarizing by Classification: Is soft function really necessary?—0
CONSENT: Context Sensitive Transformer for Bold Words Classification—0
Fundamental Laws of Binary Classification—0
Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power SystemCode1
Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategyCode1
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
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—0
Ensemble pruning via an integer programming approach with diversity constraints—0
Understanding CNNs from excitations—0
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models—0
Bias Mitigation in Machine Translation Quality EstimationCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
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
Smart App Attack: Hacking Deep Learning Models in Android AppsCode1
Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model—0
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence EmbeddingCode1
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
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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