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Binary Classification

Papers

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Showing 426–450 of 2574 papers

TitleStatusHype
Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty—0
Backdoor attacks on DNN and GBDT -- A Case Study from the insurance domain—0
High-dimensional classification problems with Barron regular boundaries under margin conditions—0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks—0
BERTCaps: BERT Capsule for Persian Multi-Domain Sentiment Analysis—0
Flow-based Detection of Botnets through Bio-inspired Optimisation of Machine Learning—0
Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms—0
Granular Ball K-Class Twin Support Vector Classifier—0
Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approachCode0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
MeasureNet: Measurement Based Celiac Disease IdentificationCode0
Kernel-Free Universum Quadratic Surface Twin Support Vector Machines for Imbalanced Data—0
Rashomon effect in Educational Research: Why More is Better Than One for Measuring the Importance of the Variables?—0
Analysis of High-dimensional Gaussian Labeled-unlabeled Mixture Model via Message-passing Algorithm—0
ICPR 2024 Competition on Multilingual Claim-Span IdentificationCode0
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction—0
The role of data-induced randomness in quantum machine learning classification tasks—0
Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary ClassificationCode0
Breast Tumor Classification Using EfficientNet Deep Learning ModelCode0
An Improved Dung Beetle Optimizer for Random Forest Optimization—0
Symmetric Perception and Ordinal Regression for Detecting Scoliosis Natural Image—0
Comparative Analysis of Resource-Efficient CNN Architectures for Brain Tumor Classification—0
A No Free Lunch Theorem for Human-AI Collaboration—0
Energy-based features and bi-LSTM neural network for EEG-based music and voice classification—0
ODTE -- An ensemble of multi-class SVM-based oblique decision trees—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