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Binary Classification

Papers

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Showing 1751–1800 of 2574 papers

TitleStatusHype
NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets—0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Triage of Potential COVID-19 Patients from Chest X-ray Images using Hierarchical Convolutional Networks—0
Strongly universally consistent nonparametric regression and classification with privatised data—0
The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data—0
Robustifying Binary Classification to Adversarial Perturbation—0
Learning to Unknot—0
The UPC Speaker Verification System Submitted to VoxCeleb Speaker Recognition Challenge 2020 (VoxSRC-20)—0
Using a Binary Classification Model to Predict the Likelihood of Enrolment to the Undergraduate Program of a Philippine University—0
Asymptotic Behavior of Adversarial Training in Binary Classification—0
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability—0
Linear Predictive Coding for Acute Stress Prediction from Computer Mouse Movements—0
Dutch Humor Detection by Generating Negative Examples—0
One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification—0
Pairwise Representation Learning for Event Coreference—0
How to Control the Error Rates of Binary Classifiers—0
Precise Statistical Analysis of Classification Accuracies for Adversarial Training—0
GANs for learning from very high class conditional noisy labels—0
A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction—0
Enhancing the Identification of Cyberbullying through Participant Roles—0
XL-WiC: A Multilingual Benchmark for Evaluating Semantic ContextualizationCode0
EFSG: Evolutionary Fooling Sentences Generator—0
Scaling Systematic Literature Reviews with Machine Learning PipelinesCode0
Neural Random Projection: From the Initial Task To the Input Similarity Problem—0
Handling Imbalanced Data: A Case Study for Binary Class Problems—0
Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy—0
Memory and Computation-Efficient Kernel SVM via Binary Embedding and Ternary Model Coefficients—0
Pointwise Binary Classification with Pairwise Confidence Comparisons—0
Learning by Minimizing the Sum of Ranked RangeCode0
Fairness in Machine Learning: A Survey—0
Understanding tables with intermediate pre-training—0
Clickbait Detection with Style-aware Title Modeling and Co-attention—0
imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks—0
Testing for Normality with Neural Networks—0
Dynamically Stable Infinite-Width Limits of Neural Classifiers—0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)—0
RENT -- Repeated Elastic Net Technique for Feature SelectionCode0
Local Post-Hoc Explanations for Predictive Process Monitoring in Manufacturing—0
Expectation propagation on the diluted Bayesian classifier—0
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories—0
Image Retrieval for Structure-from-Motion via Graph Convolutional Network—0
Deep Detection for Face Manipulation—0
Multiclass Model for Agriculture development using Multivariate Statistical method—0
Binary Classification as a Phase Separation ProcessCode0
Quantum Discriminator for Binary Classification—0
The Effects of Skin Lesion Segmentation on the Performance of Dermatoscopic Image ClassificationCode0
QutNocturnal@HASOC'19: CNN for Hate Speech and Offensive Content Identification in Hindi LanguageCode0
Propensity-to-Pay: Machine Learning for Estimating Prediction UncertaintyCode0
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction—0
SOAR: Simultaneous Or of And Rules for Classification of Positive & Negative Classes—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