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Binary Classification

Papers

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Showing 851–900 of 2574 papers

TitleStatusHype
Can-SAVE: Mass Cancer Risk Prediction via Survival Analysis Variables and EHR—0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets—0
A global feature extraction model for the effective computer aided diagnosis of mild cognitive impairment using structural MRI images—0
New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification—0
Divide, Specialize, and Route: A New Approach to Efficient Ensemble Learning—0
Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification—0
DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks—0
Does Prompt Design Impact Quality of Data Imputation by LLMs?—0
Does the evaluation stand up to evaluation? A first-principle approach to the evaluation of classifiers—0
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation—0
Don't Fear the Bit Flips: Optimized Coding Strategies for Binary Classification—0
Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification—0
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts—0
Combining shape and contour features to improve tool wear monitoring in milling processes—0
A Robust Multi-Batch L-BFGS Method for Machine Learning—0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise—0
D-SVM over Networked Systems with Non-Ideal Linking Conditions—0
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization—0
Dutch Humor Detection by Generating Negative Examples—0
Combinatorial optimization for low bit-width neural networks—0
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams—0
Dynamic Feature Scaling for Online Learning of Binary Classifiers—0
A Distraction Score for Watermarks—0
Collective Classification of Textual Documents by Guided Self-Organization in T-Cell Cross-Regulation Dynamics—0
ClassiFIM: An Unsupervised Method To Detect Phase Transitions—0
Dynamic Spectrum Matching with One-shot Learning—0
Early Detection of At-Risk Students Using Machine Learning—0
Early Detection of Depression and Eating Disorders in Spanish: UNSL at MentalRiskES 2023—0
Collaborative Multidisciplinary Design Optimization with Neural Networks—0
Cold-start Playlist Recommendation with Multitask Learning—0
Early prediction of the transferability of bovine embryos from videomicroscopy—0
Early-stopped neural networks are consistent—0
A 'Gibbs-Newton' Technique for Enhanced Inference of Multivariate Polya Parameters and Topic Models—0
Earthquake magnitude prediction in Hindukush region using machine learning techniques—0
ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods—0
Ecological Neural Architecture Search—0
Effective Class-Imbalance learning based on SMOTE and Convolutional Neural Networks—0
Effective Data Augmentation for Sentence Classification Using One VAE per Class—0
Effectively Leveraging BERT for Legal Document Classification—0
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction—0
Non-Invasive Suicide Risk Prediction Through Speech Analysis—0
Enhancing the Identification of Cyberbullying through Participant Roles—0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts—0
Efficient Large-Scale Structured Learning—0
Ensemble Committees for Stock Return Classification and Prediction—0
Efficient logic architecture in training gradient boosting decision tree for high-performance and edge computing—0
Efficient Optimal PAC Learning—0
A New Variational Model for Binary Classification in the Supervised Learning Context—0
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines—0
Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins—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