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Binary Classification

Papers

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Showing 2051–2100 of 2574 papers

TitleStatusHype
Benchmarking unsupervised near-duplicate image detection—0
An innovative adaptive kriging approach for efficient binary classification of mechanical problemsCode0
Machine Learning based Prediction of Hierarchical Classification of Transposable Elements—0
Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks—0
Hierarchical Transfer Learning for Multi-label Text Classification—0
Classification of glomerular hypercellularity using convolutional features and support vector machine—0
Automatic Hierarchical Classification of Kelps using Deep Residual Features—0
Analyzing CART—0
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning—0
LTG-Oslo Hierarchical Multi-task Network: The importance of negation for document-level sentiment in Spanish—0
Consistency of semi-supervised learning algorithms on graphs: Probit and one-hot methods—0
Multi-task Learning For Detecting and Segmenting Manipulated Facial Images and VideosCode0
Binary Classification using Pairs of Minimum Spanning Trees or N-ary Trees—0
Online Active Learning of Reject Option Classifiers—0
Leveraging Labeled and Unlabeled Data for Consistent Fair Binary ClassificationCode0
Balanced off-policy evaluation in general action spaces—0
Inductive Bias of Gradient Descent based Adversarial Training on Separable Data—0
From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation—0
NLP@UIOWA at SemEval-2019 Task 6: Classifying the Crass using Multi-windowed CNNs—0
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums—0
Active Learning for Binary Classification with Abstention—0
Orthogonal Decomposition Network for Pixel-Wise Binary Classification—0
JCTDHS at SemEval-2019 Task 5: Detection of Hate Speech in Tweets using Deep Learning Methods, Character N-gram Features, and Preprocessing Methods—0
Spider-Jerusalem at SemEval-2019 Task 4: Hyperpartisan News Detection—0
Team Kit Kittredge at SemEval-2019 Task 4: LSTM Voting System—0
The R2I\_LIS Team Proposes Majority Vote for VarDial's MRC Task—0
SC-UPB at the VarDial 2019 Evaluation Campaign: Moldavian vs. Romanian Cross-Dialect Topic Identification—0
Improving Open Information Extraction via Iterative Rank-Aware LearningCode0
Optimized Score Transformation for Consistent Fair Classification—0
Deep multi-class learning from label proportions—0
Transient-evoked otoacoustic emission signals predicting outcomes of acute sensorineural hearing loss in patients with Meniere's Disease—0
MaxiMin Active Learning in Overparameterized Model Classes—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization—0
Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems—0
On a scalable problem transformation method for multi-label learning—0
Best-scored Random Forest Classification—0
Optimizing Shallow Networks for Binary Classification—0
The advantages of multiple classes for reducing overfitting from test set reuse—0
Binary Classification with Bounded Abstention Rate—0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns—0
Adaptive surrogate models for parametric studies—0
Hadamard Matrix Guided Online HashingCode0
Decision Making with Machine Learning and ROC Curves—0
Matrix Product State Based Quantum Classifier—0
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications—0
Cross-Entropy Loss Leads To Poor Margins—0
An ADMM Based Framework for AutoML Pipeline Configuration—0
Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine—0
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees—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