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Binary Classification

Papers

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Showing 2201–2250 of 2574 papers

TitleStatusHype
Learning by Minimizing the Sum of Ranked RangeCode0
Ensemble Genetic ProgrammingCode0
Ensemble Methods for Robust Support Vector Machines using Integer ProgrammingCode0
Classification using Ensemble Learning under Weighted Misclassification LossCode0
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC MetricCode0
Real-time Fake News from Adversarial FeedbackCode0
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie ReviewsCode0
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual CorporaCode0
Learning Contrastive Feature Representations for Facial Action Unit DetectionCode0
Learning Convolutional Transforms for Lossy Point Cloud Geometry CompressionCode0
Learning curves for the multi-class teacher-student perceptronCode0
Classification from Positive, Unlabeled and Biased Negative DataCode0
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
Decorrelation using Optimal TransportCode0
Real-Time Rotation-Invariant Face Detection with Progressive Calibration NetworksCode0
EPP: interpretable score of model predictive powerCode0
Re-Benchmarking Pool-Based Active Learning for Binary ClassificationCode0
A New Dataset and Methodology for Malicious URL ClassificationCode0
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection in Network Traffic DataCode0
On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine LearningCode0
BERT based Transformers lead the way in Extraction of Health Information from Social MediaCode0
Estimation and Applications of Quantiles in Deep Binary ClassificationCode0
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation DisagreementCode0
Evaluating Algorithmic Bias in Models for Predicting Academic Performance of Filipino StudentsCode0
Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled LearningCode0
Evaluating Factual Consistency of Summaries with Large Language ModelsCode0
Vision-based Estimation of Fatigue and Engagement in Cognitive Training SessionsCode0
Evaluating Online and Offline Accuracy Traversal Algorithms for k-Complete Neural Network ArchitecturesCode0
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News DetectionCode0
Reduced Dilation-Erosion Perceptron for Binary ClassificationCode0
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Reducing Data Complexity using Autoencoders with Class-informed Loss FunctionsCode0
VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-trainingCode0
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear DetectionCode0
Evaluation of Hate Speech Detection Using Large Language Models and Geographical ContextualizationCode0
Learning Label Encodings for Deep RegressionCode0
Learning Multi-Domain Convolutional Neural Networks for Visual TrackingCode0
Ward2ICU: A Vital Signs Dataset of Inpatients from the General WardCode0
Event detection in Twitter: A keyword volume approachCode0
The Google Similarity DistanceCode0
Evolutionary Multitasking AUC OptimizationCode0
Reframing Audience Expansion through the Lens of Probability Density EstimationCode0
Adaptive Neural Networks for Efficient InferenceCode0
Regularized Classification-Aware QuantizationCode0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (but you should do a line-search)Code0
Relabeling Minimal Training Subset to Flip a PredictionCode0
Learning representations for binary-classification without backpropagationCode0
Expanding boundaries of Gap Safe screeningCode0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
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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