Binary Classification

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2501–2525 of 2574 papers

Title	Date	Tasks	Status
Robust Logistic Regression and Classification	Dec 1, 2014	Binary ClassificationClassification	—Unverified
Non-Verbal Communication Analysis in Victim-Offender Mediations	Nov 25, 2014	Binary Classification	—Unverified
PU Learning for Matrix Completion	Nov 22, 2014	Binary ClassificationClustering	—Unverified
Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites	Nov 20, 2014	Binary ClassificationGeneral Classification	—Unverified
Large-Margin Classification with Multiple Decision Rules	Nov 19, 2014	Binary ClassificationClassification	—Unverified
Notes on Noise Contrastive Estimation and Negative Sampling	Oct 30, 2014	Binary Classificationparameter estimation	CodeCode Available
An Overview of General Performance Metrics of Binary Classifier Systems	Oct 17, 2014	Binary ClassificationClassification	—Unverified
Scene Image is Non-Mutually Exclusive - A Fuzzy Qualitative Scene Understanding	Oct 14, 2014	Binary ClassificationDecision Making	—Unverified
Bayesian regression and Bitcoin	Oct 6, 2014	Bayesian InferenceBinary Classification	CodeCode Available
An Approach to Reducing Annotation Costs for BioNLP	Sep 12, 2014	Active LearningBinary Classification	—Unverified
Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge	Sep 9, 2014	BIG-bench Machine LearningBinary Classification	—Unverified
Enforcing Label and Intensity Consistency for IR Target Detection	Sep 9, 2014	Binary Classification	—Unverified
On the Consistency of Ordinal Regression Methods	Aug 11, 2014	Binary ClassificationGeneral Classification	—Unverified
On the Generalization of the C-Bound to Structured Output Ensemble Methods	Aug 6, 2014	Binary ClassificationGeneral Classification	—Unverified
Dynamic Feature Scaling for Online Learning of Binary Classifiers	Jul 28, 2014	Binary ClassificationGeneral Classification	—Unverified
Quadratically constrained quadratic programming for classification using particle swarms and applications	Jul 23, 2014	Binary ClassificationClassification	—Unverified
Optimizing Average Precision using Weakly Supervised Data	Jun 1, 2014	Action ClassificationBinary Classification	—Unverified
Optimal Learners for Multiclass Problems	May 10, 2014	Binary ClassificationOpen-Ended Question Answering	—Unverified
On Lipschitz Continuity and Smoothness of Loss Functions in Learning to Rank	May 3, 2014	Binary ClassificationLearning-To-Rank	—Unverified
Adapting Freely Available Resources to Build an Opinion Mining Pipeline in Portuguese	May 1, 2014	Binary ClassificationGeneral Classification	—Unverified
Constructing a Corpus of Japanese Predicate Phrases for Synonym/Antonym Relations	May 1, 2014	Binary ClassificationGeneral Classification	—Unverified
The Munich Biovoice Corpus: Effects of Physical Exercising, Heart Rate, and Skin Conductance on Human Speech Production	May 1, 2014	Binary ClassificationHeart rate estimation	—Unverified
Multi-borders classification	Apr 15, 2014	Binary ClassificationClassification	—Unverified
Generalized version of the support vector machine for binary classification problems: supporting hyperplane machine	Apr 13, 2014	Binary ClassificationGeneral Classification	—Unverified
Ensemble Committees for Stock Return Classification and Prediction	Apr 5, 2014	Binary ClassificationClassification	—Unverified

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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