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Binary Classification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2491–2500 of 2574 papers

Title	Date	Tasks	Status	Hype
Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm	Dec 18, 2014	Binary ClassificationClassification	—Unverified	0
Ensemble of Generative and Discriminative Techniques for Sentiment Analysis of Movie Reviews	Dec 17, 2014	Binary ClassificationGeneral Classification	CodeCode Available	0
Accurate Streaming Support Vector Machines	Dec 8, 2014	Binary Classification	—Unverified	0
Consistent optimization of AMS by logistic loss minimization	Dec 5, 2014	Binary ClassificationGeneral Classification	—Unverified	0
Learning Multiple Tasks in Parallel with a Shared Annotator	Dec 1, 2014	Binary ClassificationDocument Classification	—Unverified	0
Extended and Unscented Gaussian Processes	Dec 1, 2014	Binary ClassificationGaussian Processes	—Unverified	0
Large-Margin Convex Polytope Machine	Dec 1, 2014	Binary ClassificationGeneral Classification	—Unverified	0
Consistent Binary Classification with Generalized Performance Metrics	Dec 1, 2014	Binary ClassificationClassification	—Unverified	0
Ranking via Robust Binary Classification	Dec 1, 2014	Binary ClassificationClassification	—Unverified	0
Robust Logistic Regression and Classification	Dec 1, 2014	Binary ClassificationClassification	—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