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Binary Classification

Papers

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Showing 951–1000 of 2574 papers

TitleStatusHype
Estimating Learnability in the Sublinear Data Regime—0
Estimating the Density Ratio between Distributions with High Discrepancy using Multinomial Logistic Regression—0
Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits—0
BLIA: Detect model memorization in binary classification model through passive Label Inference attack—0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings—0
ETF Risk Models—0
A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection—0
Evaluating a Novel Neuroevolution and Neural Architecture Search System—0
15 Keypoints Is All You Need—0
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods—0
Evaluating the Correctness of Explainable AI Algorithms for Classification—0
Evaluating the Fairness Impact of Differentially Private Synthetic Data—0
Anomaly Detection in Automated Fibre Placement: Learning with Data Limitations—0
Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques—0
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification—0
Boosting in the presence of outliers: adaptive classification with non-convex loss functions—0
Boosting the kernelized shapelets: Theory and algorithms for local features—0
Evaluation of LLM Chatbots for OSINT-based Cyber Threat Awareness—0
Evaluation of QCNN-LSTM for Disability Forecasting in Multiple Sclerosis Using Sequential Multisequence MRI—0
Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 2022—0
Boosting with Abstention—0
Event-Triggered GAT-LSTM Framework for Attack Detection in Heating, Ventilation, and Air Conditioning Systems—0
Cluster-based Zero-shot learning for multivariate data—0
Evolved Explainable Classifications for Lymph Node Metastases—0
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums—0
Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning—0
Exceedance Probability Forecasting via Regression for Significant Wave Height Prediction—0
ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language—0
Existence and Minimax Theorems for Adversarial Surrogate Risks in Binary Classification—0
A Non-Intrusive Method of Face Liveness Detection Using Specular Reflection and Local Binary Patterns—0
Anomaly Recognition from surveillance videos using 3D Convolutional Neural Networks—0
Expectation propagation on the diluted Bayesian classifier—0
Experiments on Paraphrase Identification Using Quora Question Pairs Dataset—0
Generalization with Reverse-Calibration of Well and Seismic Data Using Machine Learning Methods for Complex Reservoirs Predicting During Early-Stage Geological Exploration Oil Field—0
Explainability of Highly Associated Fuzzy Churn Patterns in Binary Classification—0
Explainable AI for tool wear prediction in turning—0
Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection—0
Explainable assessment of financial experts' credibility by classifying social media forecasts and checking the predictions with actual market data—0
Explainable Binary Classification of Separable Shape Ensembles—0
Explainable Depression Detection via Head Motion Patterns—0
A Report on the Complex Word Identification Shared Task 2018—0
Facial Forgery-based Deepfake Detection using Fine-Grained Features—0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning—0
Explainable Techniques for Analyzing Flow Cytometry Cell Transformers—0
Explaining machine learning models for age classification in human gait analysis—0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor—0
Are Face Detection Models Biased?—0
An "outside the box" solution for imbalanced data classification—0
Exploiting an Oracle that Reports AUC Scores in Machine Learning Contests—0
Clickbait Detection with Style-aware Title Modeling and Co-attention—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