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Binary Classification

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Showing 1601–1650 of 2574 papers

TitleStatusHype
A Large Visual, Qualitative and Quantitative Dataset of Web Pages—0
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing—0
Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application—0
Improved Algorithms for Agnostic Pool-based Active Classification—0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning—0
Pairwise Fairness for Ordinal RegressionCode0
Semantics in Multi-objective Genetic Programming—0
Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation—0
AdaBoost and robust one-bit compressed sensingCode0
Scalar Adjective Identification and Multilingual Ranking—0
Non-asymptotic Excess Risk Bounds for Classification with Deep Convolutional Neural Networks—0
Optimizing Rescoring Rules with Interpretable Representations of Long-Term Information—0
Deep Neural Network as an alternative to Boosted Decision Trees for PIDCode0
Morphological classification of astronomical images with limited labelling—0
Machine Learning Approaches for Binary Classification to Discover Liver Diseases using Clinical Data—0
Achieving Small Test Error in Mildly Overparameterized Neural Networks—0
Analysing Cyberbullying using Natural Language Processing by Understanding Jargon in Social Media—0
QMUL-SDS at SCIVER: Step-by-Step Binary Classification for Scientific Claim VerificationCode0
Machine vision detection to daily facial fatigue with a nonlocal 3D attention network—0
UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more AttentionCode0
BERT based Transformers lead the way in Extraction of Health Information from Social MediaCode0
Conclusive Local Interpretation Rules for Random ForestsCode0
Sentiment-based Candidate Selection for NMTCode0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model—0
Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives—0
Concentration bounds for the empirical angular measure with statistical learning applicationsCode0
Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network—0
Nanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics—0
Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification—0
Robust Adversarial Classification via Abstaining—0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data—0
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification—0
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training—0
Related Named Entities Classification in the Economic-Financial Context—0
Distributed support-vector-machine over dynamic balanced directed networks—0
Reliable Detection of Compressed and Encrypted Data—0
Benchmarking Representation Learning for Natural World Image CollectionsCode0
Score-oriented loss (SOL) functionsCode0
CyberLearning: Effectiveness Analysis of Machine Learning Security Modeling to Detect Cyber-Anomalies and Multi-Attacks—0
HateBR: A Large Expert Annotated Corpus of Brazilian Instagram Comments for Offensive Language and Hate Speech Detection—0
Fully Automated 2D and 3D Convolutional Neural Networks Pipeline for Video Segmentation and Myocardial Infarction Detection in Echocardiography—0
Binary disease prediction using tail quantiles of the distribution of continuous biomarkers—0
The Success of AdaBoost and Its Application in Portfolio Management—0
A Link between Coding Theory and Cross-Validation with Applications—0
Learning to increase matching efficiency in identifying additional b-jets in the ttbb process—0
Direct Symbol Decoding using GA-SVM in Chaotic Baseband Wireless Communication System—0
Robust Model Compression Using Deep HypothesesCode0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification—0
Mining Program Properties From Neural Networks Trained on Source Code Embeddings—0
Exact Distribution-Free Hypothesis Tests for the Regression Function of Binary Classification via Conditional Kernel Mean Embeddings—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