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Binary Classification

Papers

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Showing 2501–2550 of 2574 papers

TitleStatusHype
Robust Logistic Regression and Classification—0
Non-Verbal Communication Analysis in Victim-Offender Mediations—0
PU Learning for Matrix Completion—0
Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites—0
Large-Margin Classification with Multiple Decision Rules—0
Notes on Noise Contrastive Estimation and Negative SamplingCode0
An Overview of General Performance Metrics of Binary Classifier Systems—0
Scene Image is Non-Mutually Exclusive - A Fuzzy Qualitative Scene Understanding—0
Bayesian regression and BitcoinCode0
An Approach to Reducing Annotation Costs for BioNLP—0
Weighted Classification Cascades for Optimizing Discovery Significance in the HiggsML Challenge—0
Enforcing Label and Intensity Consistency for IR Target Detection—0
On the Consistency of Ordinal Regression Methods—0
On the Generalization of the C-Bound to Structured Output Ensemble Methods—0
Dynamic Feature Scaling for Online Learning of Binary Classifiers—0
Quadratically constrained quadratic programming for classification using particle swarms and applications—0
Optimizing Average Precision using Weakly Supervised Data—0
Optimal Learners for Multiclass Problems—0
On Lipschitz Continuity and Smoothness of Loss Functions in Learning to Rank—0
Adapting Freely Available Resources to Build an Opinion Mining Pipeline in Portuguese—0
Constructing a Corpus of Japanese Predicate Phrases for Synonym/Antonym Relations—0
The Munich Biovoice Corpus: Effects of Physical Exercising, Heart Rate, and Skin Conductance on Human Speech Production—0
Multi-borders classification—0
Generalized version of the support vector machine for binary classification problems: supporting hyperplane machine—0
Ensemble Committees for Stock Return Classification and Prediction—0
A study on cost behaviors of binary classification measures in class-imbalanced problems—0
Ranking via Robust Binary Classification and Parallel Parameter Estimation in Large-Scale Data—0
Thresholding Classifiers to Maximize F1 ScoreCode0
The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms—0
Binary Classifier Calibration: Bayesian Non-Parametric Approach—0
A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification—0
3D Interest Point Detection via Discriminative Learning—0
Manifold regularized kernel logistic regression for web image annotation—0
A MapReduce based distributed SVM algorithm for binary classification—0
A Methodology for Player Modeling based on Machine Learning—0
The Law of Total Odds—0
Robust Bloom Filters for Large MultiLabel Classification Tasks—0
Information-theoretic lower bounds for distributed statistical estimation with communication constraints—0
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation—0
Learning with Noisy Labels—0
A U-statistic estimator for the variance of resampling-based error estimators—0
On the Bayes-optimality of F-measure maximizers—0
Building Bridges: Viewing Active Learning from the Multi-Armed Bandit Lens—0
Stochastic Optimization for Machine Learning—0
Multiclass learnability and the ERM principle—0
When is the majority-vote classifier beneficial?—0
Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM—0
Supersparse Linear Integer Models for Predictive Scoring Systems—0
Auditing: Active Learning with Outcome-Dependent Query Costs—0
Rolling Riemannian Manifolds to Solve the Multi-class Classification Problem—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