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Binary Classification

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Showing 2351–2400 of 2574 papers

TitleStatusHype
Fine-grained Classification of Political Bias in German News: A Data Set and Initial ExperimentsCode0
Outlier Robust Adversarial TrainingCode0
Overview of Abusive and Threatening Language Detection in Urdu at FIRE 2021Code0
LS3: Latent Space Safe Sets for Long-Horizon Visuomotor Control of Sparse Reward Iterative TasksCode0
Overview of the 2022 Validity and Novelty Prediction Shared TaskCode0
LT3 at SemEval-2022 Task 6: Fuzzy-Rough Nearest Neighbor Classification for Sarcasm DetectionCode0
COVID-19 detection using ViT transformer-based approach from Computed Tomography ImagesCode0
Assigning Species Information to Corresponding Genes by a Sequence Labeling FrameworkCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
BUCA: A Binary Classification Approach to Unsupervised Commonsense Question AnsweringCode0
Stylometric Literariness Classification: the Case of Stephen KingCode0
Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification TasksCode0
Using Constraints to Discover Sparse and Alternative Subgroup DescriptionsCode0
FoodChem: A food-chemical relation extraction modelCode0
Training Binary Multilayer Neural Networks for Image Classification using Expectation BackpropagationCode0
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary ClassificationCode0
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
Machine Learning-Based Approaches For Breast Cancer Detection in Microwave ImagingCode0
Robust Model Compression Using Deep HypothesesCode0
Bayesian regression and BitcoinCode0
FPR Estimation for Fraud Detection in the Presence of Class-Conditional Label NoiseCode0
FROC: Building Fair ROC from a Trained ClassifierCode0
AFS: An Attention-based mechanism for Supervised Feature SelectionCode0
AdaBoost and robust one-bit compressed sensingCode0
SHAP-XRT: The Shapley Value Meets Conditional Independence TestingCode0
Country-Scale Cropland Mapping in Data-Scarce Settings Using Deep Learning: A Case Study of NigeriaCode0
Understanding Noise-Augmented Training for Randomized SmoothingCode0
Rolling Lookahead Learning for Optimal Classification TreesCode0
PAI at SemEval-2022 Task 11: Name Entity Recognition with Contextualized Entity Representations and Robust Loss FunctionsCode0
Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)Code0
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextCode0
Breast Tumor Classification Using EfficientNet Deep Learning ModelCode0
Bayesian quantile additive regression treesCode0
Pairwise Fairness for Ordinal RegressionCode0
Weakly Supervised Intracranial Hemorrhage Segmentation using Head-Wise Gradient-Infused Self-Attention Maps from a Swin Transformer in Categorical LearningCode0
RS-Del: Edit Distance Robustness Certificates for Sequence Classifiers via Randomized DeletionCode0
Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-GuidanceCode0
BrazilDAM: A Benchmark dataset for Tailings Dam DetectionCode0
Fuzzy granular approximation classifierCode0
Bayesian Nonparametrics Meets Data-Driven Distributionally Robust OptimizationCode0
Pareto-optimal data compression for binary classification tasksCode0
GADGET SVM: A Gossip-bAseD sub-GradiEnT Solver for Linear SVMsCode0
A Cross-Domain Evaluation of Approaches for Causal Knowledge ExtractionCode0
SalGAN: Visual Saliency Prediction with Generative Adversarial NetworksCode0
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognitionCode0
MAP: A Model-agnostic Pretraining Framework for Click-through Rate PredictionCode0
Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal ReasoningCode0
Enhancing Self-Supervised Learning for Remote Sensing with Elevation Data: A Case Study with Scarce And High Level Semantic LabelsCode0
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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