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Binary Classification

Papers

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Showing 1401–1450 of 2574 papers

TitleStatusHype
Predicting machine failures from multivariate time series: an industrial case study—0
MTUncertainty: Assessing the Need for Post-editing of Machine Translation Outputs by Fine-tuning OpenAI LLMs—0
Predicting popularity of EV charging infrastructure from GIS data—0
Predicting the Geoeffectiveness of CMEs Using Machine Learning—0
Predicting the Outcome of Judicial Decisions made by the European Court of Human Rights—0
Prediction of Acoustic Communication Performance for AUVs using Gaussian Process Classification—0
Prediction of Maneuvering Status for Aerial Vehicles using Supervised Learning Methods—0
Prediction of severe thunderstorm events with ensemble deep learning and radar data—0
Predictive Analysis of Tuberculosis Treatment Outcomes Using Machine Learning: A Karnataka TB Data Study at a Scale—0
Predictive Value Generalization Bounds—0
Predtron: A Family of Online Algorithms for General Prediction Problems—0
Preference-based performance measures for Time-Domain Global Similarity method—0
Two-stage LLM Fine-tuning with Less Specialization and More Generalization—0
Pre-Trained Language Transformers are Universal Image Classifiers—0
Pre-training Tensor-Train Networks Facilitates Machine Learning with Variational Quantum Circuits—0
Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems—0
Price Suggestion for Online Second-hand Items with Texts and Images—0
Algorithmic Insurance—0
Privacy-preserving Active Learning on Sensitive Data for User Intent Classification—0
Privacy-Preserving Model and Preprocessing Verification for Machine Learning—0
Private Model Personalization Revisited—0
Probabilistic Invariant Learning with Randomized Linear Classifiers—0
Probabilistic Kernel Support Vector Machines—0
Probabilistic Quantum SVM Training on Ising Machine—0
Probing Omissions and Distortions in Transformer-based RDF-to-Text Models—0
Probing transfer learning with a model of synthetic correlated datasets—0
problexity -- an open-source Python library for binary classification problem complexity assessment—0
Processing Tweets for Cybersecurity Threat Awareness—0
Profit Driven Decision Trees for Churn Prediction—0
Properties of the After Kernel—0
PropNEAT -- Efficient GPU-Compatible Backpropagation over NeuroEvolutionary Augmenting Topology Networks—0
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression—0
Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks—0
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources—0
Prudence When Assuming Normality: an advice for machine learning practitioners—0
Pseudo-Boolean Polynomials Approach To Edge Detection And Image Segmentation—0
Pseudo-labelling and Meta Reweighting Learning for Image Aesthetic Quality Assessment—0
PSPU: Enhanced Positive and Unlabeled Learning by Leveraging Pseudo Supervision—0
PU Learning for Matrix Completion—0
QKSAN: A Quantum Kernel Self-Attention Network—0
QSAN: A Near-term Achievable Quantum Self-Attention Network—0
Quadratically constrained quadratic programming for classification using particle swarms and applications—0
Quadratic mutual information regularization in real-time deep CNN models—0
Quadratic Surface Support Vector Machine with L1 Norm Regularization—0
Quality Control of Neuron Reconstruction Based on Deep Learning—0
Quantifying Human Bias and Knowledge to guide ML models during Training—0
Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction—0
Quantum Circuit for Random Forest Prediction—0
Quantum Discriminator for Binary Classification—0
Quantum Ensembling Methods for Healthcare and Life Science—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