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Binary Classification

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Showing 1901–1925 of 2574 papers

TitleStatusHype
Multi-Class Optimal Margin Distribution Machine—0
Multiclass Performance Metric Elicitation—0
Multiclass ROC—0
Multi-entity sentiment analysis using entity-level feature extraction and word embeddings approach—0
Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients—0
Multilingual Bias Detection and Mitigation for Indian Languages—0
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes—0
Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm—0
Multiple birth least squares support vector machine for multi-class classification—0
Multi-scale Discriminant Saliency with Wavelet-based Hidden Markov Tree Modelling—0
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals—0
Multi-Task Distribution Learning—0
Multitask LSTM for Arboviral Outbreak Prediction Using Public Health Data—0
Multi-task Self-Supervised Learning for Human Activity Detection—0
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems—0
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems—0
Named Entity Sequence Classification—0
Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics—0
Evolution strategies: Application in hybrid quantum-classical neural networks—0
Near-Tight Margin-Based Generalization Bounds for Support Vector Machines—0
Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification—0
Network Intrusion Detection based on LSTM and Feature Embedding—0
Neural-based classification rule learning for sequential data—0
Binary classification based Monte Carlo simulation—0
Neural Collapse versus Low-rank Bias: Is Deep Neural Collapse Really Optimal?—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