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Binary Classification

Papers

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Showing 2201–2250 of 2574 papers

TitleStatusHype
Infinite Curriculum Learning for Efficiently Detecting Gastric Ulcers in WCE Images—0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Parity Queries for Binary Classification—0
Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network—0
Learning Discriminative Video Representations Using Adversarial Perturbations—0
Hierarchical CVAE for Fine-Grained Hate Speech Classification—0
Boosting Binary Optimization via Binary Classification: A Case Study of Job Shop SchedulingCode0
A Characterwise Windowed Approach to Hebrew Morphological SegmentationCode0
A Precision Environment-Wide Association Study of Hypertension via Supervised Cadre Models—0
Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization—0
Fake Sentence Detection as a Training Task for Sentence Encoding—0
Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant—0
Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation—0
Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs—0
Supervised Rhyme Detection with Siamese Recurrent Networks—0
Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson's Disease—0
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals—0
A Hierarchical Approach to Neural Context-Aware Modeling—0
Global and local evaluation of link prediction tasks with neural embeddings—0
Premise selection with neural networks and distributed representation of featuresCode0
Contrastive Video Representation Learning via Adversarial Perturbations—0
Particle Filtering Methods for Stochastic Optimization with Application to Large-Scale Empirical Risk Minimization—0
Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-ExpertsCode0
Receiver Operating Characteristic Curves and Confidence Bands for Support Vector Machines—0
A New Variational Model for Binary Classification in the Supervised Learning Context—0
VFPred: A Fusion of Signal Processing and Machine Learning techniques in Detecting Ventricular Fibrillation from ECG SignalsCode1
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and DiscoveryCode0
Theory IIIb: Generalization in Deep Networks—0
hep-th—0
Dynamic Spectrum Matching with One-shot Learning—0
Gradient Adversarial Training of Neural Networks—0
Real-time Prediction of Segmentation Quality—0
Binary Classification in Unstructured Space With Hypergraph Case-Based ReasoningCode0
Non-Negative Networks Against Adversarial AttacksCode0
Analysis of the Effect of Unexpected Outliers in the Classification of Spectroscopy Data—0
Stochastic Gradient Descent with Exponential Convergence Rates of Expected Classification Errors—0
Partial AUC Maximization via Nonlinear Scoring Functions—0
When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models?—0
Logistic Ensemble Models—0
Performance Metric Elicitation from Pairwise Classifier Comparisons—0
Binary Classification with Karmic, Threshold-Quasi-Concave Metrics—0
Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks—0
CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting—0
Deep Learning Architecture for Complex Word Identification—0
IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media—0
\#NonDicevoSulSerio at SemEval-2018 Task 3: Exploiting Emojis and Affective Content for Irony Detection in English Tweets—0
ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods—0
Random Decision Syntax Trees at SemEval-2018 Task 3: LSTMs and Sentiment Scores for Irony Detection—0
SemEval-2018 Task 9: Hypernym Discovery—0
UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes?—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