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Binary Classification

Papers

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Showing 2451–2475 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
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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