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Binary Classification

Papers

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Showing 1901–1950 of 2574 papers

TitleStatusHype
Learning Optimal Classification Trees: Strong Max-Flow Formulations—0
Optical detection of Aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms—0
Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball CrowdsCode1
Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics—0
Imbalanced classification: a paradigm-based review—0
Robust binary classification with the 01 lossCode0
1-D Convlutional Neural Networks for the Analysis of Pupil Size Variations in Scotopic Conditions—0
Modeling Engagement in Long-Term, In-Home Socially Assistive Robot Interventions for Children with Autism Spectrum Disorders—0
Online Passive-Aggressive Total-Error-Rate Minimization—0
A study on the role of subsidiary information in replay attack spoofing detection—0
Binary Classification with XOR Queries: Fundamental Limits and An Efficient Algorithm—0
Analytic Study of Double Descent in Binary Classification: The Impact of Loss—0
Binary Classification from Positive Data with Skewed Confidence—0
stream-learn -- open-source Python library for difficult data stream batch analysisCode1
Ensemble Genetic ProgrammingCode0
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints—0
Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio EstimationCode1
Cluster-based Zero-shot learning for multivariate data—0
Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning—0
Bayesian Semi-supervised Multi-category Classification under Nonparanormality—0
Supporting supervised learning in fungal Biosynthetic Gene Cluster discovery: new benchmark datasetsCode0
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction—0
μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection—0
To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers—0
The Performance Analysis of Generalized Margin Maximizers on Separable Data—0
Using massive health insurance claims data to predict very high-cost claimants: a machine learning approach—0
Split Learning for collaborative deep learning in healthcareCode1
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series ClusteringCode0
Characterizing and Detecting Money Laundering Activities on the Bitcoin Network—0
A Simple and Effective Framework for Pairwise Deep Metric LearningCode0
NFAD: Fixing anomaly detection using normalizing flowsCode0
Predicting the Outcome of Judicial Decisions made by the European Court of Human Rights—0
Support Vector Machine Classifier via L_0/1 Soft-Margin Loss—0
Inferring Distributions Over Depth from a Single ImageCode0
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks—0
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography—0
Classification under local differential privacy—0
Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images—0
Robust Deep Graph Based Learning for Binary Classification—0
Adversarial Risk via Optimal Transport and Optimal Couplings—0
15 Keypoints Is All You Need—0
Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning—0
Capacity of the covariance perceptron—0
Multiclass Performance Metric Elicitation—0
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibrationCode0
Convolutional neural networks model improvements using demographics and image processing filters on chest x-rays—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