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Binary Classification

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Showing 1901–1950 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
Neural network approximation and estimation of classifiers with classification boundary in a Barron class—0
Neural Network Based Approach to Recognition of Meteor Tracks in the Mini-EUSO Telescope Data—0
Neural Network Based Epileptic EEG Detection and Classification—0
Neural Network-Based Rule Models With Truth Tables—0
Neural networks based EEG-Speech Models—0
Neural Random Projection: From the Initial Task To the Input Similarity Problem—0
Neuromorphic Seatbelt State Detection for In-Cabin Monitoring with Event Cameras—0
New Evaluation Metrics Capture Quality Degradation due to LLM Watermarking—0
News Source Credibility Assessment: A Reddit Case Study—0
Next day fire prediction via semantic segmentation—0
Neyman-Pearson classification: parametrics and sample size requirement—0
Neyman-Pearson Classification under High-Dimensional Settings—0
NLP-PINGAN-TECH @ CL-SciSumm 2020—0
NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets—0
NLP@UIOWA at SemEval-2019 Task 6: Classifying the Crass using Multi-windowed CNNs—0
NN-Copula-CD: A Copula-Guided Interpretable Neural Network for Change Detection in Heterogeneous Remote Sensing Images—0
NN-grams: Unifying neural network and n-gram language models for Speech Recognition—0
Node-Centric Graph Learning from Data for Brain State Identification—0
Noise Sensitivity and Stability of Deep Neural Networks for Binary Classification—0
Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks—0
\#NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets—0
Non-Monotonic Attention-based Read/Write Policy Learning for Simultaneous Translation—0
Nonparallel Hyperplane Classifiers for Multi-category Classification—0
Nonparametric Bayesian label prediction on a large graph using truncated Laplacian regularization—0
Nonparametric Bayesian label prediction on a graph—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