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Binary Classification

Papers

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Showing 2001–2050 of 2574 papers

TitleStatusHype
A topic-based sentence representation for extractive text summarization—0
Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks—0
Analysis and classification of heart diseases using heartbeat features and machine learning algorithms—0
Deep Learning for Estimating Synaptic Health of Primary Neuronal Cell Culture—0
EPP: interpretable score of model predictive powerCode0
Pareto-optimal data compression for binary classification tasksCode0
Quadratic Surface Support Vector Machine with L1 Norm Regularization—0
FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans—0
The Partial Response Network: a neural network nomogram—0
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods—0
Towards Linearization Machine Learning Algorithms—0
Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques—0
Comparison theorems on large-margin learning—0
Local Score Dependent Model Explanation for Time Dependent Covariates—0
Multimodal Emotion Recognition Using Deep Canonical Correlation AnalysisCode0
Matching Images and Text with Multi-modal Tensor Fusion and Re-rankingCode0
User independent Emotion Recognition with Residual Signal-Image Network—0
A Distraction Score for Watermarks—0
Optimal multiclass overfitting by sequence reconstruction from Hamming queries—0
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoostCode0
Sentiment Analysis of Typhoon Related Tweets using Standard and Bidirectional Recurrent Neural Networks—0
GANs 'N Lungs: improving pneumonia prediction—0
Learning Joint Acoustic-Phonetic Word Embeddings—0
Comparative judgments are more consistent than binary classification for labelling word complexity—0
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial ForensicsCode0
Prudence When Assuming Normality: an advice for machine learning practitioners—0
Automated Mammogram Analysis with a Deep Learning Pipeline—0
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Multi-task Self-Supervised Learning for Human Activity Detection—0
Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars—0
Discriminative Active LearningCode0
More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning—0
Learning with precise spike times: A new decoding algorithm for liquid state machines—0
The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning—0
Lexicase selection in Learning Classifier Systems—0
Template-Based Posit Multiplication for Training and Inferring in Neural NetworksCode0
Characterization of Overlap in Observational StudiesCode0
Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification—0
Benchmarking unsupervised near-duplicate image detection—0
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification—0
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
Machine Learning based Prediction of Hierarchical Classification of Transposable Elements—0
Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks—0
Hierarchical Transfer Learning for Multi-label Text Classification—0
Classification of glomerular hypercellularity using convolutional features and support vector machine—0
Automatic Hierarchical Classification of Kelps using Deep Residual Features—0
Analyzing CART—0
LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish—0
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning—0
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods—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