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Binary Classification

Papers

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Showing 1251–1300 of 2574 papers

TitleStatusHype
Breaking Fair Binary Classification with Optimal Flipping Attacks—0
Intersection Prediction from Single 360° Image via Deep Detection of Possible Direction of Travel—0
On Improving Cross-dataset Generalization of Deepfake Detectors—0
Emphasis on the Minimization of False Negatives or False Positives in Binary Classification—0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning—0
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detectionCode1
Building Decision Forest via Deep Reinforcement Learning—0
Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-GuidanceCode0
Underwater single-channel acoustic signal multitarget recognition using convolutional neural networksCode1
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks—0
Learning multiobjective rough terrain traversability—0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor—0
Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech TranslationCode4
The Dutch Draw: Constructing a Universal Baseline for Binary Prediction ModelsCode0
3D-EDM: Early Detection Model for 3D-Printer Faults—0
Learning curves for the multi-class teacher-student perceptronCode0
Masked Discrimination for Self-Supervised Learning on Point CloudsCode1
Multi-class Label Noise Learning via Loss Decomposition and Centroid Estimation—0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets—0
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated ImagesCode0
Decision-Making under Miscalibration—0
The Structured Abstain Problem and the Lovász Hinge—0
Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled DataCode0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold—0
Using Word Embeddings to Analyze Protests News—0
Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability—0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Binary Classification Under _0 Attacks for General Noise Distribution—0
Multi-channel deep convolutional neural networks for multi-classifying thyroid disease—0
Important Object Identification with Semi-Supervised Learning for Autonomous Driving—0
Abuse and Fraud Detection in Streaming Services Using Heuristic-Aware Machine Learning—0
ViTransPAD: Video Transformer using convolution and self-attention for Face Presentation Attack Detection—0
Ensemble Methods for Robust Support Vector Machines using Integer ProgrammingCode0
Image-based material analysis of ancient historical documents—0
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture SearchCode0
Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT—0
Fairness-Aware Naive Bayes Classifier for Data with Multiple Sensitive Features—0
Personalized PPG Normalization based on Subject Heartbeat in Resting State Condition—0
Combining Varied Learners for Binary Classification using Stacked Generalization—0
Robust SVM Optimization in Banach spaces—0
Binary Classification for High Dimensional Data using Supervised Non-Parametric Ensemble Method—0
Deep Learning-based Anomaly Detection on X-ray Images of Fuel Cell Electrodes—0
Multi-class granular approximation by means of disjoint and adjacent fuzzy granules—0
Improving the repeatability of deep learning models with Monte Carlo dropoutCode0
Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization—0
Loss-guided Stability Selection—0
Monotone Learning—0
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim VerificationCode0
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer InterfacesCode0
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks—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