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Binary Classification

Papers

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Showing 1851–1900 of 2574 papers

TitleStatusHype
Generation of Differentially Private Heterogeneous Electronic Health Records—0
NewB: 200,000+ Sentences for Political Bias DetectionCode0
Experiments on Paraphrase Identification Using Quora Question Pairs Dataset—0
Near-Tight Margin-Based Generalization Bounds for Support Vector Machines—0
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification—0
On the Equivalence between Online and Private Learnability beyond Binary Classification—0
Solution Path Algorithm for Twin Multi-class Support Vector MachineCode0
Challenge report: Recognizing Families In the Wild Data Challenge—0
Counterfactual Detection meets Transfer LearningCode0
Language Representation Models for Fine-Grained Sentiment ClassificationCode0
Learning to map between ferns with differentiable binary embedding networks—0
Pointwise Paraphrase Appraisal is Potentially Problematic—0
KL-Divergence-Based Region Proposal Network for Object Detection—0
Fair Classification via Unconstrained Optimization—0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds—0
DisCoveR: Accurate & Efficient Discovery of Declarative Process Models—0
Classification of Spam Emails through Hierarchical Clustering and Supervised Learning—0
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks—0
On Learnability under General Stochastic Processes—0
Evolved Explainable Classifications for Lymph Node Metastases—0
Target-Speaker Voice Activity Detection: a Novel Approach for Multi-Speaker Diarization in a Dinner Party Scenario—0
Training conformal predictors—0
Semi-supervised lung nodule retrieval—0
Practical Perspectives on Quality Estimation for Machine Translation—0
Implementation of Supervised Training Approaches for Monolingual Word Sense Alignment: ACDH-CH System Description for the MWSA Shared Task at GlobaLex 2020—0
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data—0
Scmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach—0
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth—0
Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation—0
Implicit Bias of Gradient Descent based Adversarial Training on Separable Data—0
Automated Discovery of Mathematical Definitions in Text—0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling—0
Learning representations for binary-classification without backpropagationCode0
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextCode0
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networksCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Nonparallel Hyperplane Classifiers for Multi-category Classification—0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm—0
Topology of deep neural networksCode0
Decomposing Word Embedding with the Capsule Network—0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise—0
Deep Face Forgery DetectionCode0
A generalised OMP algorithm for feature selection with application to gene expression data—0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping—0
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning—0
Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical CodesCode0
Optimising HEP parameter fits via Monte Carlo weight derivative regression—0
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis—0
A termination criterion for stochastic gradient descent for binary classification—0
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing—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