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Binary Classification

Papers

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Showing 2451–2500 of 2574 papers

TitleStatusHype
PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact MapsCode0
SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health RecordsCode0
The Risks of Recourse in Binary ClassificationCode0
Concentration bounds for the empirical angular measure with statistical learning applicationsCode0
Bayesian active learning for optimization and uncertainty quantification in protein dockingCode0
The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical StudyCode0
MisRoBÆRTa: Transformers versus MisinformationCode0
MISS: Multiclass Interpretable Scoring SystemsCode0
A Video-based End-to-end Pipeline for Non-nutritive Sucking Action Recognition and Segmentation in Young InfantsCode0
Mixed integer linear optimization formulations for learning optimal binary classification treesCode0
Score-oriented loss (SOL) functionsCode0
ML-Based Approach for NFL Defensive Pass Interference Prediction Using GPS Tracking DataCode0
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward ModelsCode0
A CNN adapted to time series for the classification of SupernovaeCode0
Hierarchical confusion matrix for classification performance evaluationCode0
Exploring the Interplay Between Colorectal Cancer Subtypes Genomic Variants and Cellular Morphology: A Deep-Learning ApproachCode0
Polynomial expansion of the binary classification functionCode0
A Characterwise Windowed Approach to Hebrew Morphological SegmentationCode0
SynSciPass: detecting appropriate uses of scientific text generationCode0
A variable metric proximal stochastic gradient method: an application to classification problemsCode0
High-dimensional classification by sparse logistic regressionCode0
Model Calibration in Dense Classification with Adaptive Label PerturbationCode0
High Dimensional Classification through _0-Penalized Empirical Risk MinimizationCode0
Positive unlabeled learning with tensor networksCode0
Post-hoc Bias Scoring Is Optimal For Fair ClassificationCode0
Binary Classification in Unstructured Space With Hypergraph Case-Based ReasoningCode0
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross EncodingCode0
High Performance Computing Applied to Logistic Regression: A CPU and GPU Implementation ComparisonCode0
Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-ExpertsCode0
Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century SpanishCode0
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation PredictionCode0
Word Discriminations for Vocabulary Inventory PredictionCode0
Hoaxpedia: A Unified Wikipedia Hoax Articles DatasetCode0
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change ImpactsCode0
A Reductions Approach to Fair ClassificationCode0
Binary Classification from Positive-Confidence DataCode0
Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical CodesCode0
COMRECGC: Global Graph Counterfactual Explainer through Common RecourseCode0
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanismsCode0
Transforming Fake News: Robust Generalisable News Classification Using TransformersCode0
MORE: Measurement and Correlation Based Variational Quantum Circuit for Multi-classificationCode0
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationCode0
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathologyCode0
Precision-Recall-Gain Curves: PR Analysis Done RightCode0
Selective sampling for accelerating training of deep neural networksCode0
Where is Your Evidence: Improving Fact-checking by Justification ModelingCode0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
Systematic Evaluation of Predictive FairnessCode0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Self-Calibrating Vicinal Risk Minimisation for Model CalibrationCode0
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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