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Binary Classification

Papers

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Showing 2251–2300 of 2574 papers

TitleStatusHype
On the Variance of Neural Network Training with respect to Test Sets and Distributions—0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification—0
Calibrating Deep Neural Networks by Pairwise Constraints—0
Calibration of Machine Learning Classifiers for Probability of Default Modelling—0
CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting—0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation—0
Can Large Language Models Assess Serendipity in Recommender Systems?—0
Capacity of the covariance perceptron—0
CapsF: Capsule Fusion for Extracting psychiatric stressors for suicide from twitter—0
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection—0
Certified Robustness to Adversarial Label-Flipping Attacks via Randomized Smoothing—0
CGEMs: A Metric Model for Automatic Code Generation using GPT-3—0
Challenge report: Recognizing Families In the Wild Data Challenge—0
Challenges in Binary Classification—0
Challenges learning from imbalanced data using tree-based models: Prevalence estimates systematically depend on hyperparameters and can be upwardly biased—0
CHANCERY: Evaluating Corporate Governance Reasoning Capabilities in Language Models—0
Characterizing and Detecting Money Laundering Activities on the Bitcoin Network—0
Chinese Grammatical Error Detection Based on BERT Model—0
Chi-Square Test Neural Network: A New Binary Classifier based on Backpropagation Neural Network—0
ChOracle: A Unified Statistical Framework for Churn Prediction—0
Churn prediction in online gambling—0
CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images—0
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data—0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images—0
Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion—0
Class-Aware Adversarial Lung Nodule Synthesis in CT Images—0
Classification algorithms applied to structure formation simulations—0
Classification and Learning-to-rank Approaches for Cross-Device Matching at CIKM Cup 2016—0
Classification approach based on association rules mining for unbalanced data—0
Classification as Direction Recovery: Improved Guarantees via Scale Invariance—0
Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability—0
Classification of Censored Tweets in Chinese Language using XLNet—0
Classification of Data Generated by Gaussian Mixture Models Using Deep ReLU Networks—0
Classification of fNIRS Data Under Uncertainty: A Bayesian Neural Network Approach—0
Classification of glomerular hypercellularity using convolutional features and support vector machine—0
Classification of Heart Sounds Using Multi-Branch Deep Convolutional Network and LSTM-CNN—0
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks—0
Classification of optics-free images with deep neural networks—0
Classification of Spam Emails through Hierarchical Clustering and Supervised Learning—0
Classification of Visual Perception and Imagery based EEG Signals Using Convolutional Neural Networks—0
Classification Performance Metric Elicitation and its Applications—0
Classification under local differential privacy—0
Classification via score-based generative modelling—0
Classification with Deep Neural Networks and Logistic Loss—0
Classified as unknown: A novel Bayesian neural network—0
Classifying Dementia in the Presence of Depression: A Cross-Corpus Study—0
Classifying Documents within Multiple Hierarchical Datasets using Multi-Task Learning—0
Clickbait Detection with Style-aware Title Modeling and Co-attention—0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning—0
CLPsych2019 Shared Task: Predicting Suicide Risk Level from Reddit Posts on Multiple Forums—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