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Binary Classification

Papers

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Showing 2151–2175 of 2574 papers

TitleStatusHype
Classification using Ensemble Learning under Weighted Misclassification LossCode0
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in VideoCode0
Rotation Invariant Descriptors for Galaxy Morphological Classification—0
Theory of Curriculum Learning, with Convex Loss Functions—0
Comparative Document Summarisation via ClassificationCode0
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMsCode0
Assigning a Grade: Accurate Measurement of Road Quality Using Satellite Imagery—0
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
On Binary Classification in Extreme Regions—0
The Sample Complexity of Semi-Supervised Learning with Nonparametric Mixture Models—0
TextMountain: Accurate Scene Text Detection via Instance Segmentation—0
Distributed Inference for Linear Support Vector Machine—0
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods—0
Embedding Uncertain Knowledge GraphsCode0
High Dimensional Classification through _0-Penalized Empirical Risk MinimizationCode0
Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks—0
Adversarial Examples from Cryptographic Pseudo-Random Generators—0
Deep Template Matching for Offline Handwritten Chinese Character Recognition—0
Mammographic density: Comparison of visual assessment with fully automatic calculation on a multivendor dataset—0
Learning Representations of Missing Data for Predicting Patient Outcomes—0
Adapting multi-armed bandits policies to contextual bandits scenariosCode0
Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables—0
A Function Fitting Method—0
Convolutional Neural Networks for Epileptic Seizure Prediction—0
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates—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