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Binary Classification

Papers

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Showing 901–950 of 2574 papers

TitleStatusHype
EFSG: Evolutionary Fooling Sentences Generator—0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC—0
Direct Loss Minimization for Structured Prediction—0
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation—0
Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms—0
Elimination of All Bad Local Minima in Deep Learning—0
Elvis vs. M. Jackson: Who has More Albums? Classification and Identification of Elements in Comparative Questions—0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation—0
Emphasis on the Minimization of False Negatives or False Positives in Binary Classification—0
Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes—0
Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM—0
Diffusion models applied to skin and oral cancer classification—0
Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification—0
Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine—0
A Nearest Neighbor Network to Extract Digital Terrain Models from 3D Point Clouds—0
Energy-based features and bi-LSTM neural network for EEG-based music and voice classification—0
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability—0
Enforcing Label and Intensity Consistency for IR Target Detection—0
Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion—0
Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning—0
Enhancing binary classification: A new stacking method via leveraging computational geometry—0
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images—0
Enhancing Edge Intelligence with Highly Discriminant LNT Features—0
Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization—0
Addressing Distribution Shift in RTB Markets via Exponential Tilting—0
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem—0
Diffusion Methods for Classification with Pairwise Relationships—0
Benchmarking Language Models for Cyberbullying Identification and Classification from Social-media Texts—0
DiffFake: Exposing Deepfakes using Differential Anomaly Detection—0
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts—0
Differentially Private Nonparametric Regression Under a Growth Condition—0
Ensemble Committees for Stock Return Classification and Prediction—0
An Automated Classifier of Harmful Brain Activities for Clinical Usage Based on a Vision-Inspired Pre-trained Framework—0
Differentially-Private Bayes Consistency—0
Ensemble Methods for Sequence Classification with Hidden Markov Models—0
Ensemble Models for Detecting Wikidata Vandalism with Stacking - Team Honeyberry Vandalism Detector at WSDM Cup 2017—0
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories—0
Benchmarking deep learning models for bearing fault diagnosis using the CWRU dataset: A multi-label approach—0
Ensemble pruning via an integer programming approach with diversity constraints—0
Ensembles of Classifiers for Cleaning Web Parallel Corpora and Translation Memories—0
Ensembles of phalanxes across assessment metrics for robust ranking of homologous proteins—0
EnsemW2S: Can an Ensemble of LLMs be Leveraged to Obtain a Stronger LLM?—0
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network—0
Entropy-difference based stereo error detection—0
Five Psycholinguistic Characteristics for Better Interaction with Users—0
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes—0
Adding One Neuron Can Eliminate All Bad Local Minima—0
EquiBench: Benchmarking Large Language Models' Understanding of Program Semantics via Equivalence Checking—0
A Circuit Complexity Formulation of Algorithmic Information Theory—0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation—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