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Binary Classification

Papers

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Showing 1076–1100 of 2574 papers

TitleStatusHype
Deep Ordinal Ranking for Multi-Category Diagnosis of Alzheimer's Disease using Hippocampal MRI data—0
Automatic Radar Signal Detection and FFT Estimation using Deep Learning—0
Deep One-Class Hate Speech Detection Model—0
Automatic Main Character Recognition for Photographic Studies—0
Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model—0
Deep Networks Provably Classify Data on Curves—0
Automatic learning algorithm selection for classification via convolutional neural networks—0
Analysing Features Learned Using Unsupervised Models on Program Embeddings—0
Adaptive Estimation and Learning under Temporal Distribution Shift—0
Deep Networks and the Multiple Manifold Problem—0
Deep multi-class learning from label proportions—0
Automatic Difficulty Classification of Arabic Sentences—0
Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring—0
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts—0
Automatic detection of stance towards vaccination in online discussion forums—0
Analysing Cyberbullying using Natural Language Processing by Understanding Jargon in Social Media—0
Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots—0
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions—0
Automatic Detection of Cyberbullying in Social Media Text—0
Deep learning hierarchical representations for image steganalysis—0
Deep Learning for Social Media Health Text Classification—0
Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree—0
An All-Pair Quantum SVM Approach for Big Data Multiclass Classification—0
Adaptive Deep Learning for Multiclass Breast Cancer Classification via Misprediction Risk Analysis—0
Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction—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