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Binary Classification

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Showing 2301–2350 of 2574 papers

TitleStatusHype
Cluster-based Zero-shot learning for multivariate data—0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings—0
Cold-start Playlist Recommendation with Multitask Learning—0
Collaborative Multidisciplinary Design Optimization with Neural Networks—0
Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation Dynamics—0
Combinatorial optimization for low bit-width neural networks—0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise—0
Combining shape and contour features to improve tool wear monitoring in milling processes—0
Can-SAVE: Mass Cancer Risk Prediction via Survival Analysis Variables and EHR—0
Combining Varied Learners for Binary Classification using Stacked Generalization—0
Common Mode Patterns for Supervised Tensor Subspace Learning—0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization—0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss—0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models—0
Comparative Analysis of Image, Video, and Audio Classifiers for Automated News Video Segmentation—0
Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification—0
Comparative judgments are more consistent than binary classification for labelling word complexity—0
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset—0
Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars—0
Comparing Quantum Encoding Techniques—0
Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables—0
Comparison of machine learning and deep learning techniques in promoter prediction across diverse species—0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses—0
Comparison of Neural Models for X-ray Image Classification in COVID-19 Detection—0
Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare—0
Comparison theorems on large-margin learning—0
ComplAI: Theory of A Unified Framework for Multi-factor Assessment of Black-Box Supervised Machine Learning Models—0
Complementary to Multiple Labels: A Correlation-Aware Correction Approach—0
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data—0
Comprehensive Validation on Reweighting Samples for Bias Mitigation via AIF360—0
Compressing (Multidimensional) Learned Bloom Filters—0
Compressor-Based Classification for Atrial Fibrillation Detection—0
Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan—0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue—0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods—0
Confident in the Crowd: Bayesian Inference to Improve Data Labelling in Crowdsourcing—0
Conformal Transformation of Kernels: A Geometric Perspective on Text Classification—0
CONSENT: Context Sensitive Transformer for Bold Words Classification—0
Consistency Analysis for Binary Classification Revisited—0
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods—0
Consistent Binary Classification with Generalized Performance Metrics—0
Consistent optimization of AMS by logistic loss minimization—0
Constrained Multi-Layer Contrastive Learning for Implicit Discourse Relationship Recognition—0
Constructing a Corpus of Japanese Predicate Phrases for Synonym/Antonym Relations—0
Content Rating Classification for Fan Fiction—0
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images—0
ConTFV: A Contrastive Learning Framework for Table-based Fact Verification—0
Continuous Output Personality Detection Models via Mixed Strategy Training—0
Contour Detection in Unstructured 3D Point Clouds—0
Contrasting Deep Learning Models for Direct Respiratory Insufficiency Detection Versus Blood Oxygen Saturation Estimation—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