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Binary Classification

Papers

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Showing 1101–1125 of 2574 papers

TitleStatusHype
Forecasting Probability of Default for Consumer Loan Management with Gaussian Mixture Models—0
Forensic Analysis of Synthetically Generated Western Blot Images—0
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification—0
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach—0
Classification of glomerular hypercellularity using convolutional features and support vector machine—0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation—0
From Explicit Rules to Implicit Reasoning in an Interpretable Violence Monitoring System—0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN—0
Generative Image Translation for Data Augmentation of Bone Lesion Pathology—0
FSL-BM: Fuzzy Supervised Learning with Binary Meta-Feature for Classification—0
Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography—0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping—0
Functional Frank-Wolfe Boosting for General Loss Functions—0
Fundamental Bounds on Online Strategic Classification—0
Fundamental Laws of Binary Classification—0
Fundamental Limits of Transfer Learning in Binary Classifications—0
Fundamental Tradeoffs in Distributionally Adversarial Training—0
FundusQ-Net: a Regression Quality Assessment Deep Learning Algorithm for Fundus Images Quality Grading—0
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder—0
Classification under local differential privacy—0
Movement-Prediction-Adjusted Naïve Forecast—0
ArabGlossBERT: Fine-Tuning BERT on Context-Gloss Pairs for WSD—0
Can depth-adaptive BERT perform better on binary classification tasks—0
G2D: Generate to Detect Anomaly—0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images—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