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Binary Classification

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Showing 2151–2200 of 2574 papers

TitleStatusHype
Classification using Ensemble Learning under Weighted Misclassification LossCode0
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in VideoCode0
Rotation Invariant Descriptors for Galaxy Morphological Classification—0
Theory of Curriculum Learning, with Convex Loss Functions—0
Comparative Document Summarisation via ClassificationCode0
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMsCode0
Assigning a Grade: Accurate Measurement of Road Quality Using Satellite Imagery—0
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
On Binary Classification in Extreme Regions—0
The Sample Complexity of Semi-Supervised Learning with Nonparametric Mixture Models—0
TextMountain: Accurate Scene Text Detection via Instance Segmentation—0
Distributed Inference for Linear Support Vector Machine—0
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods—0
Embedding Uncertain Knowledge GraphsCode0
High Dimensional Classification through _0-Penalized Empirical Risk MinimizationCode0
Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks—0
Adversarial Examples from Cryptographic Pseudo-Random Generators—0
Deep Template Matching for Offline Handwritten Chinese Character Recognition—0
Mammographic density: Comparison of visual assessment with fully automatic calculation on a multivendor dataset—0
Learning Representations of Missing Data for Predicting Patient Outcomes—0
Adapting multi-armed bandits policies to contextual bandits scenariosCode0
Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables—0
A Function Fitting Method—0
Convolutional Neural Networks for Epileptic Seizure Prediction—0
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates—0
Where is Your Evidence: Improving Fact-checking by Justification ModelingCode0
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data—0
Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis—0
Axiomatic Interpretability for Multiclass Additive ModelsCode0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods—0
Super-pixel cloud detection using Hierarchical Fusion CNN—0
Fairness for Whom? Critically reframing fairness with Nash Welfare Product—0
MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification—0
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
Classification from Positive, Unlabeled and Biased Negative DataCode0
Learning Comment Controversy Prediction in Web Discussions Using Incidentally Supervised Multi-Task CNNs—0
Refining Pretrained Word Embeddings Using Layer-wise Relevance Propagation—0
Deep Learning for Social Media Health Text Classification—0
UTFPR at WMT 2018: Minimalistic Supervised Corpora Filtering for Machine Translation—0
Convergence Rates for Empirical Estimation of Binary Classification Bounds—0
Learning Confidence Sets using Support Vector Machines—0
Generative Adversarial Active Learning for Unsupervised Outlier DetectionCode0
Convergence Properties of Deep Neural Networks on Separable Data—0
An Energy-Based Framework for Arbitrary Label Noise Correction—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
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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