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Binary Classification

Papers

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Showing 2451–2500 of 2574 papers

TitleStatusHype
Design of Data-Driven Mathematical Laws for Optimal Statistical Classification Systems—0
Des-q: a quantum algorithm to provably speedup retraining of decision trees—0
Detecting 5G Narrowband Jammers with CNN, k-nearest Neighbors, and Support Vector Machines—0
Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks—0
Detecting and Mitigating Algorithmic Bias in Binary Classification using Causal Modeling—0
Detecting Anti-vaccine Content on Twitter using Multiple Message-Based Network Representations—0
Detecting Continuous Integration Skip : A Reinforcement Learning-based Approach—0
Detecting Disengagement in Virtual Learning as an Anomaly using Temporal Convolutional Network Autoencoder—0
Detecting immune cells with label-free two-photon autofluorescence and deep learning—0
Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated—0
Detecting Neurodegenerative Diseases using Frame-Level Handwriting Embeddings—0
Detecting People Interested in Non-Suicidal Self-Injury on Social Media—0
Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification—0
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
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
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
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation—0
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network—0
Differentially-Private Bayes Consistency—0
Differentially Private Nonparametric Regression Under a Growth Condition—0
DiffFake: Exposing Deepfakes using Differential Anomaly Detection—0
Diffusion Methods for Classification with Pairwise Relationships—0
Diffusion models applied to skin and oral cancer classification—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
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
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
Distribution Embedding Network for Meta-Learning with Variable-Length Input—0
Distribution Embedding Networks for Generalization from a Diverse Set of Classification Tasks—0
Distribution-Free Inference for the Regression Function of Binary Classification—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