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Binary Classification

Papers

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Showing 2101–2150 of 2574 papers

TitleStatusHype
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical ApplicationsCode0
Computer-aided diagnosis in histopathological images of the endometrium using a convolutional neural network and attention mechanismsCode0
Probabilistic Kernel Support Vector Machines—0
Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts—0
Processing Tweets for Cybersecurity Threat Awareness—0
Learning Affective Correspondence between Music and Image—0
Privacy-preserving Active Learning on Sensitive Data for User Intent Classification—0
Robustness of Neural Networks to Parameter Quantization—0
Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets—0
Semi-Parametric Uncertainty Bounds for Binary Classification—0
Learning Convolutional Transforms for Lossy Point Cloud Geometry CompressionCode0
Supervised Machine Learning Techniques for Trojan Detection with Ring Oscillator Network—0
Un duel probabiliste pour départager deux présidents (LIA @ DEFT'2005)—0
Large-Margin Multiple Kernel Learning for Discriminative Features Selection and Representation Learning—0
Limiting Network Size within Finite Bounds for Optimization—0
A Fundamental Performance Limitation for Adversarial Classification—0
Lung CT Imaging Sign Classification through Deep Learning on Small Data—0
Supervised ML Solution for Band Assignment in Dual-Band Systems with Omnidirectional and Directional Antennas—0
AFS: An Attention-based mechanism for Supervised Feature SelectionCode0
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation—0
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled LearningCode0
CruzAffect at AffCon 2019 Shared Task: A feature-rich approach to characterize happiness—0
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the xAUC MetricCode0
A Tunable Loss Function for Binary Classification—0
Common Mode Patterns for Supervised Tensor Subspace Learning—0
Generative Image Translation for Data Augmentation of Bone Lesion Pathology—0
Deep Learning for Bridge Load Capacity Estimation in Post-Disaster and -Conflict Zones—0
Quantum Speedup in Adaptive Boosting of Binary Classification—0
Gaussian Conditional Random Fields for Classification—0
Bayesian active learning for optimization and uncertainty quantification in protein dockingCode0
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation—0
Active learning for binary classification with variable selection—0
Quasi-Newton Methods for Machine Learning: Forget the Past, Just SampleCode0
Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples—0
Deep Generative Learning via Variational Gradient FlowCode0
Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion—0
A Comparative Analysis of Android Malware—0
Cold-start Playlist Recommendation with Multitask Learning—0
It's Only Words And Words Are All I Have—0
Deep-learning-based identification of odontogenic keratocysts in hematoxylin- and eosin-stained jaw cyst specimens—0
Cost Sensitive Learning in the Presence of Symmetric Label Noise—0
Event detection in Twitter: A keyword volume approachCode0
Instance-Based Classification through Hypothesis Testing—0
Elimination of All Bad Local Minima in Deep Learning—0
A CNN adapted to time series for the classification of SupernovaeCode0
Unary and Binary Classification Approaches and their Implications for Authorship Verification—0
Class-Aware Adversarial Lung Nodule Synthesis in CT Images—0
GaussianProcesses.jl: A Nonparametric Bayes package for the Julia LanguageCode0
Efficient logic architecture in training gradient boosting decision tree for high-performance and edge computing—0
Deep Transfer Learning for Static Malware 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