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Binary Classification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2501–2510 of 2574 papers

Title	Date	Tasks	Status	Hype
Robust Classification Under Sample Selection Bias	Dec 1, 2014	Binary ClassificationClassification	—Unverified	0
Non-Verbal Communication Analysis in Victim-Offender Mediations	Nov 25, 2014	Binary Classification	—Unverified	0
PU Learning for Matrix Completion	Nov 22, 2014	Binary ClassificationClustering	—Unverified	0
Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites	Nov 20, 2014	Binary ClassificationGeneral Classification	—Unverified	0
Large-Margin Classification with Multiple Decision Rules	Nov 19, 2014	Binary ClassificationClassification	—Unverified	0
Notes on Noise Contrastive Estimation and Negative Sampling	Oct 30, 2014	Binary Classificationparameter estimation	CodeCode Available	0
An Overview of General Performance Metrics of Binary Classifier Systems	Oct 17, 2014	Binary ClassificationClassification	—Unverified	0
Scene Image is Non-Mutually Exclusive - A Fuzzy Qualitative Scene Understanding	Oct 14, 2014	Binary ClassificationDecision Making	—Unverified	0
Bayesian regression and Bitcoin	Oct 6, 2014	Bayesian InferenceBinary Classification	CodeCode Available	0
An Approach to Reducing Annotation Costs for BioNLP	Sep 12, 2014	Active LearningBinary Classification	—Unverified	0

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All datasets fake kickstarter Glyphnet Dataset TII-SSRC-23

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Trompt + OpenAI embedding	AUROC	0.98	—	Unverified
2	LightGBM + OpenAI embedding	AUROC	0.97	—	Unverified
3	FTTransformer + RoBERTa fintune	AUROC	0.96	—	Unverified
4	LightGBM + RoBERTa embedding	AUROC	0.95	—	Unverified
5	FTTransformer + RoBERTa embedding	AUROC	0.94	—	Unverified
6	ResNet + RoBERTa embedding	AUROC	0.93	—	Unverified
7	ResNet + OpenAI embedding	AUROC	0.92	—	Unverified
8	FTTransformer + OpenAI embedding	AUROC	0.91	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Trompt + OpenAI embedding	AUROC	0.81	—	Unverified
2	Multimodal-Net All-Text	AUROC	0.8	—	Unverified
3	ResNet + RoBERTa finetune	AUROC	0.79	—	Unverified
4	LightGBM + RoBERTa embedding	AUROC	0.77	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Attention based CNN	F1 score	0.93	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost	F1-Score	98.79	—	Unverified