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Binary Classification

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Showing 401–450 of 2574 papers

TitleStatusHype
Bayesian Optimization with Tree-structured Dependencies—0
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks—0
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges—0
Bayesian Robustness: A Nonasymptotic Viewpoint—0
Bayesian Semi-supervised Multi-category Classification under Nonparanormality—0
BCFPL: Binary classification ConvNet based Fast Parking space recognition with Low resolution image—0
Five Psycholinguistic Characteristics for Better Interaction with Users—0
Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach—0
Boosting with Abstention—0
Benchmarking Language Models for Cyberbullying Identification and Classification from Social-media Texts—0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification—0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation—0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC—0
Benchmarking unsupervised near-duplicate image detection—0
Breaking Down Word Semantics from Pre-trained Language Models through Layer-wise Dimension Selection—0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization—0
Breaking the Token Barrier: Chunking and Convolution for Efficient Long Text Classification with BERT—0
Benign Overfitting in Multiclass Classification: All Roads Lead to Interpolation—0
BERT-based Acronym Disambiguation with Multiple Training Strategies—0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate—0
BERTCaps: BERT Capsule for Persian Multi-Domain Sentiment Analysis—0
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks—0
Best-scored Random Forest Classification—0
Analyzing CART—0
A U-statistic estimator for the variance of resampling-based error estimators—0
A Universal Growth Rate for Learning with Smooth Surrogate Losses—0
Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions—0
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement—0
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing—0
A new analytical approach to consistency and overfitting in regularized empirical risk minimization—0
A Minimax Probability Machine for Non-Decomposable Performance Measures—0
A Univariate Bound of Area Under ROC—0
Beyond Worst-Case Online Classification: VC-Based Regret Bounds for Relaxed Benchmarks—0
A New Approach in Persian Handwritten Letters Recognition Using Error Correcting Output Coding—0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making—0
A Distraction Score for Watermarks—0
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning—0
Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations—0
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning—0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm—0
A Methodology for Player Modeling based on Machine Learning—0
Binarizing by Classification: Is soft function really necessary?—0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes—0
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction—0
A New Perspective on Pool-Based Active Classification and False-Discovery Control—0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts—0
Binary Classification for High Dimensional Data using Supervised Non-Parametric Ensemble Method—0
A New Variational Model for Binary Classification in the Supervised Learning Context—0
An Exact Algorithm for F-Measure Maximization—0
Accurate Multi-Category Student Performance Forecasting at Early Stages of Online Education Using Neural Networks—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