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Binary Classification

Papers

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Showing 2176–2200 of 2574 papers

TitleStatusHype
Accelerating Stochastic Gradient Descent Using Antithetic Sampling—0
Antibody interface prediction with 3D Zernike descriptors and SVMCode0
Text Classification of the Precursory Accelerating Seismicity Corpus: Inference on some Theoretical Trends in Earthquake Predictability Research from 1988 to 2018—0
Improved Generalization Bounds for Adversarially Robust Learning—0
A Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation—0
Deep Learning for Social Media Health Text Classification—0
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation—0
Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs—0
Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation—0
Classification from Positive, Unlabeled and Biased Negative DataCode0
Convergence Rates for Empirical Estimation of Binary Classification Bounds—0
Generative Adversarial Active Learning for Unsupervised Outlier DetectionCode0
Learning Confidence Sets using Support Vector Machines—0
An Energy-Based Framework for Arbitrary Label Noise Correction—0
Convergence Properties of Deep Neural Networks on Separable Data—0
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines—0
Perfect match: Improved cross-modal embeddings for audio-visual synchronisation—0
Positive-Unlabeled Classification under Class Prior Shift and Asymmetric Error—0
Deep-learning models improve on community-level diagnosis for common congenital heart disease lesions—0
On the Learning Dynamics of Deep Neural Networks—0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue—0
Solving for multi-class: a survey and synthesis—0
Sample Complexity of Nonparametric Semi-Supervised Learning—0
Binary Classification of Alzheimer Disease using sMRI Imaging modality and Deep Learning—0
On the Calibration of Nested Dichotomies for Large Multiclass Tasks—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