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Binary Classification

Papers

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Showing 426–450 of 2574 papers

TitleStatusHype
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