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Binary Classification

Papers

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Showing 451–500 of 2574 papers

TitleStatusHype
An example of use of Variational Methods in Quantum Machine Learning—0
Binary Classification: Is Boosting stronger than Bagging?—0
Binary Classification of Alzheimer Disease using sMRI Imaging modality and Deep Learning—0
Binary classification of multi-channel EEG records based on the ε-complexity of continuous vector functions—0
Binary classification of proteins by a Machine Learning approach—0
Binary classification of spoken words with passive phononic metamaterials—0
Classification approach based on association rules mining for unbalanced data—0
Binary Classification Under _0 Attacks for General Noise Distribution—0
Binary Classification using Pairs of Minimum Spanning Trees or N-ary Trees—0
Binary classification with ambiguous training data—0
Binary Classification with Bounded Abstention Rate—0
Binary Classification with Classical Instances and Quantum Labels—0
A U-statistic estimator for the variance of resampling-based error estimators—0
Binary classification with corrupted labels—0
Binary Classification with Instance and Label Dependent Label Noise—0
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics—0
Binary Classification with Positive Labeling Sources—0
Binary Classifier Calibration: Bayesian Non-Parametric Approach—0
Binary Classifier Calibration using an Ensemble of Near Isotonic Regression Models—0
Binary disease prediction using tail quantiles of the distribution of continuous biomarkers—0
Adversarial robustness for latent models: Revisiting the robust-standard accuracies tradeoff—0
Biomarker based Cancer Classification using an Ensemble with Pre-trained Models—0
Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types—0
Annotation Guidelines-Based Knowledge Augmentation: Towards Enhancing Large Language Models for Educational Text Classification—0
Black-Box Uniform Stability for Non-Euclidean Empirical Risk Minimization—0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack—0
A Universal Growth Rate for Learning with Smooth Surrogate Losses—0
A Minimax Probability Machine for Non-Decomposable Performance Measures—0
A Univariate Bound of Area Under ROC—0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning—0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations—0
Boosting in the presence of outliers: adaptive classification with non-convex loss functions—0
Boosting the kernelized shapelets: Theory and algorithms for local features—0
Boosting the Performance of Transformer Architectures for Semantic Textual Similarity—0
Boosting with Abstention—0
A Methodology for Player Modeling based on Machine Learning—0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks—0
Brain Tumor Radiogenomic Classification—0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns—0
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks—0
Breaking Down Word Semantics from Pre-trained Language Models through Layer-wise Dimension Selection—0
Breaking Fair Binary Classification with Optimal Flipping Attacks—0
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT—0
A Note on Posterior Probability Estimation for Classifiers—0
A Notion of Uniqueness for the Adversarial Bayes Classifier—0
AUL is a better optimization metric in PU learning—0
Bridging Data Barriers among Participants: Assessing the Potential of Geoenergy through Federated Learning—0
An "outside the box" solution for imbalanced data classification—0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators—0
A method for classification of data with uncertainty using hypothesis testing—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