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Binary Classification

Papers

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Showing 801–850 of 2574 papers

TitleStatusHype
Detecting Throat Cancer from Speech Signals using Machine Learning: A Scoping Literature Review—0
Detecting Unknown DGAs without Context Information—0
Detection of COVID19 in Chest X-Ray Images Using Transfer Learning—0
Detection of Deepfake Videos Using Long Distance Attention—0
Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model—0
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks—0
Detection of LLM-Generated Java Code Using Discretized Nested Bigrams—0
Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation—0
Common Mode Patterns for Supervised Tensor Subspace Learning—0
Deterministic Online Classification: Non-iteratively Reweighted Recursive Least-Squares for Binary Class Rebalancing—0
Developing a Dataset of Overridden Information in Wikipedia—0
Diabetic Retinopathy Detection Based on Convolutional Neural Networks with SMOTE and CLAHE Techniques Applied to Fundus Images—0
BCFPL: Binary classification ConvNet based Fast Parking space recognition with Low resolution image—0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation—0
Five Psycholinguistic Characteristics for Better Interaction with Users—0
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network—0
Differentially-Private Bayes Consistency—0
Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach—0
A Self-Supervised Transformer for Unusable Shared Bike Detection—0
DiffFake: Exposing Deepfakes using Differential Anomaly Detection—0
Combining Varied Learners for Binary Classification using Stacked Generalization—0
Diffusion Methods for Classification with Pairwise Relationships—0
Can-SAVE: Mass Cancer Risk Prediction via Survival Analysis Variables and EHR—0
Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM—0
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation—0
Direct Loss Minimization for Structured Prediction—0
Direct Symbol Decoding using GA-SVM in Chaotic Baseband Wireless Communication System—0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling—0
Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks—0
DisCoveR: Accurate & Efficient Discovery of Declarative Process Models—0
Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation—0
Discovery Radiomics via StochasticNet Sequencers for Cancer Detection—0
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth—0
Discrete Rényi Classifiers—0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets—0
Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication—0
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging—0
DisPlacing Objects: Improving Dynamic Vehicle Detection via Visual Place Recognition under Adverse Conditions—0
BERT-based Acronym Disambiguation with Multiple Training Strategies—0
A Deep Convolutional Neural Network for Lung Cancer Diagnostic—0
A global feature extraction model for the effective computer aided diagnosis of mild cognitive impairment using structural MRI images—0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate—0
Distributed estimation of principal support vector machines for sufficient dimension reduction—0
Distributed Inference for Linear Support Vector Machine—0
Distributed support-vector-machine over dynamic balanced directed networks—0
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks—0
Early-stopped neural networks are consistent—0
Combining shape and contour features to improve tool wear monitoring in milling processes—0
Distribution Embedding Network for Meta-Learning with Variable-Length Input—0
A Robust Multi-Batch L-BFGS Method for Machine Learning—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