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Binary Classification

Papers

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Showing 1426–1450 of 2574 papers

TitleStatusHype
Online Active Learning with Surrogate Loss Functions—0
New PCA-based Category Encoder for Cybersecurity and Processing Data in IoT Devices—0
The Geometry of Adversarial Training in Binary Classification—0
On computable learning of continuous features—0
Differentially Private Nonparametric Regression Under a Growth Condition—0
MIO : Mutual Information Optimization using Self-Supervised Binary Contrastive Learning—0
Can depth-adaptive BERT perform better on binary classification tasks—0
PAC-Learning Uniform Ergodic Communicative Networks—0
Deep Probability Estimation—0
Inverse-Weighted Survival GamesCode0
ConTFV: A Contrastive Learning Framework for Table-based Fact Verification—0
HateBR: Large expert annotated corpus of Brazilian Instagram comments for abusive language detection—0
Margin-Independent Online Multiclass Learning via Convex Geometry—0
Binary classification of spoken words with passive phononic metamaterials—0
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems—0
HMD-AMP: Protein Language-Powered Hierarchical Multi-label Deep Forest for Annotating Antimicrobial Peptides—0
Reducing Data Complexity using Autoencoders with Class-informed Loss FunctionsCode0
GROWL: Group Detection With Link Prediction—0
New Hard-thresholding Rules based on Data Splitting in High-dimensional Imbalanced Classification—0
Neural Network Based Epileptic EEG Detection and Classification—0
A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches—0
Binary classification of proteins by a Machine Learning approach—0
A new method for binary classification of proteins with Machine Learning—0
Detection of Hate Speech using BERT and Hate Speech Word Embedding with Deep Model—0
Stylometric Literariness Classification: the Case of Stephen KingCode0
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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