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Binary Classification

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Showing 451–475 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
A Universal Growth Rate for Learning with Smooth Surrogate Losses—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
Binary Classification with Confidence Difference—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
A Minimax Probability Machine for Non-Decomposable Performance Measures—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
A Univariate Bound of Area Under ROC—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