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Binary Classification

Papers

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Showing 1901–1950 of 2574 papers

TitleStatusHype
Probabilistic learning of boolean functions applied to the binary classification problem with categorical covariatesCode0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation—0
Quality Control of Neuron Reconstruction Based on Deep Learning—0
BrazilDAM: A Benchmark dataset for Tailings Dam DetectionCode0
Adapting Deep Learning Methods for Mental Health Prediction on Social Media—0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
TF-IDFC-RF: A Novel Supervised Term Weighting Scheme—0
Fairness by Explicability and Adversarial SHAP Learning—0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture—0
Reduced Dilation-Erosion Perceptron for Binary ClassificationCode0
On the Learning Property of Logistic and Softmax Losses for Deep Neural NetworksCode0
Learning from Positive and Unlabeled Data by Identifying the Annotation Process—0
UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia—0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses—0
General Framework for Binary Classification on Top Samples—0
Using Distributional Thesaurus Embedding for Co-hyponymy Detection—0
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
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
Ensemble Genetic ProgrammingCode0
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints—0
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
To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers—0
μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection—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
Characterizing and Detecting Money Laundering Activities on the Bitcoin Network—0
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series ClusteringCode0
A Simple and Effective Framework for Pairwise Deep Metric LearningCode0
NFAD: Fixing anomaly detection using normalizing flowsCode0
Support Vector Machine Classifier via L_0/1 Soft-Margin Loss—0
Predicting the Outcome of Judicial Decisions made by the European Court of Human Rights—0
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks—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