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Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1551–1600 of 2574 papers

TitleStatusHype
A Fast Graph Kernel Based Classification Method for Wireless Link Scheduling on Riemannian Manifold—0
Alternative Microfoundations for Strategic Classification—0
Detection of Deepfake Videos Using Long Distance Attention—0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation—0
A Turing Test for Transparency—0
Corruption Robust Active Learning—0
Neural network interpretability for forecasting of aggregated renewable generationCode0
RaScaNet: Learning Tiny Models by Raster-Scanning Images—0
Predicting Gender by First Name Using Character-level Machine LearningCode0
Automatic Main Character Recognition for Photographic Studies—0
Binary classification with corrupted labels—0
Probing Pre-Trained Language Models for Disease KnowledgeCode0
Automatic Analysis of the Emotional Content of Speech in Daylong Child-Centered Recordings from a Neonatal Intensive Care Unit—0
Anomalous Sound Detection Using a Binary Classification Model and Class Centroids—0
Collaborative Multidisciplinary Design Optimization with Neural Networks—0
A comprehensive solution to retrieval-based chatbot construction—0
Classification algorithms applied to structure formation simulations—0
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationCode0
Linear Classifiers Under Infinite Imbalance—0
Early-stopped neural networks are consistent—0
Automatic Sexism Detection with Multilingual Transformer Models—0
Probing transfer learning with a model of synthetic correlated datasets—0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language—0
Adaptive transfer learning—0
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization—0
Improvement over Pinball Loss Support Vector MachineCode0
Deep Learning Based Analysis of Prostate Cancer from MP-MRI—0
From Undecidability of Non-Triviality and Finiteness to Undecidability of Learnability—0
Identifying professions & occupations in Health-related Social Media using Natural Language Processing—0
Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification—0
IIITN NLP at SMM4H 2021 Tasks: Transformer Models for Classification on Health-Related Imbalanced Twitter Datasets—0
UACH-INAOE at SMM4H: a BERT based approach for classification of COVID-19 Twitter posts—0
Overview of the Sixth Social Media Mining for Health Applications (#SMM4H) Shared Tasks at NAACL 2021—0
Algorithmic Insurance—0
Classification of Censored Tweets in Chinese Language using XLNet—0
OASIS: An Active Framework for Set Inversion—0
Training ELECTRA Augmented with Multi-word Selection—0
Towards optimally abstaining from prediction with OOD test examples—0
Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing—0
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online CommentsCode0
Practical Convex Formulation of Robust One-hidden-layer Neural Network Training—0
VISITRON: Visual Semantics-Aligned Interactively Trained Object-NavigatorCode0
A Study imbalance handling by various data sampling methods in binary classification—0
Properties of the After Kernel—0
Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions—0
Evaluating the Correctness of Explainable AI Algorithms for Classification—0
Negational Symmetry of Quantum Neural Networks for Binary Pattern ClassificationCode0
Comparison of machine learning and deep learning techniques in promoter prediction across diverse species—0
RAIDER: Reinforcement-aided Spear Phishing Detector—0
Synthesising Multi-Modal Minority Samples for Tabular Data—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