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Binary Classification

Papers

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Showing 1051–1075 of 2574 papers

TitleStatusHype
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields—0
Des-q: a quantum algorithm to provably speedup retraining of decision trees—0
Design of Data-Driven Mathematical Laws for Optimal Statistical Classification Systems—0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning—0
Analysis of the Effect of Unexpected Outliers in the Classification of Spectroscopy Data—0
Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning—0
Analysis of human visual field information using machine learning methods and assessment of their accuracy—0
Dens-PU: PU Learning with Density-Based Positive Labeled Augmentation—0
Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems—0
Autoregressive Generative Adversarial Networks—0
Analysis of High-dimensional Gaussian Labeled-unlabeled Mixture Model via Message-passing Algorithm—0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top—0
Automatic Transformation of Clinical Narratives into Structured Format—0
Deep Template Matching for Offline Handwritten Chinese Character Recognition—0
Automatic TM Cleaning through MT and POS Tagging: Autodesk's Submission to the NLP4TM 2016 Shared Task—0
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms—0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)—0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold—0
A Safe Exploration Strategy for Model-free Task Adaptation in Safety-constrained Grid Environments—0
Single Class Universum-SVM—0
Optimized Score Transformation for Consistent Fair Classification—0
Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images—0
Deep Probability Estimation—0
Automatic Sexism Detection with Multilingual Transformer Models—0
Convolutional Ordinal Regression Forest for Image Ordinal Estimation—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