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Binary Classification

Papers

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Showing 251–300 of 2574 papers

TitleStatusHype
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem—0
A Novel Gaussian Min-Max Theorem and its Applications—0
A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image Classification—0
A Novel IoT-based Framework for Non-Invasive Human Hygiene Monitoring using Machine Learning Techniques—0
A Comparative Analysis of Faithfulness Metrics and Humans in Citation Evaluation—0
An Experimental Analysis of Attack Classification Using Machine Learning in IoT Networks—0
An example of use of Variational Methods in Quantum Machine Learning—0
Advancing Physics Data Analysis through Machine Learning and Physics-Informed Neural Networks—0
An Exact Algorithm for F-Measure Maximization—0
A New Variational Model for Binary Classification in the Supervised Learning Context—0
Advancing Pancreatic Cancer Prediction with a Next Visit Token Prediction Head on top of Med-BERT—0
A Comparative Analysis of Android Malware—0
Optimal Mixed Integer Linear Optimization Trained Multivariate Classification Trees—0
A U-statistic estimator for the variance of resampling-based error estimators—0
Automated Discovery of Mathematical Definitions in Text—0
A New Perspective on Pool-Based Active Classification and False-Discovery Control—0
A new method for binary classification of proteins with Machine Learning—0
A two-steps approach to improve the performance of Android malware detectors—0
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification—0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm—0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge—0
Audio Anti-spoofing Using a Simple Attention Module and Joint Optimization Based on Additive Angular Margin Loss and Meta-learning—0
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning—0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making—0
A Distraction Score for Watermarks—0
A New Approach in Persian Handwritten Letters Recognition Using Error Correcting Output Coding—0
A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing—0
A Turkish Hate Speech Dataset and Detection System—0
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes—0
A new analytical approach to consistency and overfitting in regularized empirical risk minimization—0
A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos—0
A Classification-Based Approach to Semi-Supervised Clustering with Pairwise Constraints—0
An Entropic Metric for Measuring Calibration of Machine Learning Models—0
An ensemble learning framework based on group decision making—0
A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction—0
A Tunable Loss Function for Binary Classification—0
An Energy-Based Framework for Arbitrary Label Noise Correction—0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate—0
A Deep Convolutional Neural Network for Lung Cancer Diagnostic—0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information—0
Single Class Universum-SVM—0
A Turing Test for Transparency—0
Auditing: Active Learning with Outcome-Dependent Query Costs—0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC—0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds—0
Addressing Distribution Shift in RTB Markets via Exponential Tilting—0
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework—0
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes—0
Adding One Neuron Can Eliminate All Bad Local Minima—0
A Circuit Complexity Formulation of Algorithmic Information Theory—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