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Binary Classification

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Showing 801–825 of 2574 papers

TitleStatusHype
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts—0
A New Perspective on Pool-Based Active Classification and False-Discovery Control—0
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction—0
Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes—0
A new method for binary classification of proteins with Machine Learning—0
Binarizing by Classification: Is soft function really necessary?—0
A New Machine Learning Dataset of Bulldog Nostril Images for Stenosis Degree Classification—0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm—0
Bias Mitigation Methods for Binary Classification Decision-Making Systems: Survey and Recommendations—0
A new interval-based aggregation approach based on bagging and Interval Agreement Approach (IAA) in ensemble learning—0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making—0
Beyond Worst-Case Online Classification: VC-Based Regret Bounds for Relaxed Benchmarks—0
Beyond Toxic: Toxicity Detection Datasets are Not Enough for Brand Safety—0
A New Approach in Persian Handwritten Letters Recognition Using Error Correcting Output Coding—0
A Distraction Score for Watermarks—0
A-DeepPixBis: Attentional Angular Margin for Face Anti-Spoofing—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
Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement—0
Beyond Binary Gender Labels: Revealing Gender Biases in LLMs through Gender-Neutral Name Predictions—0
A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos—0
An Entropic Metric for Measuring Calibration of Machine Learning Models—0
Analyzing CART—0
Best-scored Random Forest Classification—0
An ensemble learning framework based on group decision making—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