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Binary Classification

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Showing 1151–1200 of 2574 papers

TitleStatusHype
Cold-start Playlist Recommendation with Multitask Learning—0
Can depth-adaptive BERT perform better on binary classification tasks—0
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction—0
GHOST at SemEval-2021 Task 5: Is explanation all you need?—0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images—0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis—0
GLA-Net: An Attention Network with Guided Loss for Mismatch Removal—0
Glauber Generative Model: Discrete Diffusion Models via Binary Classification—0
How to Achieve Higher Accuracy with Less Training Points?—0
How to Control the Error Rates of Binary Classifiers—0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise—0
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection—0
CLARE: Cognitive Load Assessment in REaltime with Multimodal Data—0
GQHAN: A Grover-inspired Quantum Hard Attention Network—0
Gradient Adversarial Training of Neural Networks—0
Gradient Flows for L2 Support Vector Machine Training—0
Grammar-aware sentence classification on quantum computers—0
Granular Ball K-Class Twin Support Vector Classifier—0
Combining Varied Learners for Binary Classification using Stacked Generalization—0
Greedy Active Learning Algorithm for Logistic Regression Models—0
Grenzlinie at SemEval-2021 Task 7: Detecting and Rating Humor and Offense—0
Grouping-matrix based Graph Pooling with Adaptive Number of Clusters—0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology—0
GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV—0
GS-Net: Global Self-Attention Guided CNN for Multi-Stage Glaucoma Classification—0
Finding a Wolf in Sheep's Clothing: Combating Adversarial Text-To-Image Prompts with Text Summarization—0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss—0
GuReT: Distinguishing Guilt and Regret related Text—0
GUTS at SemEval-2022 Task 4: Adversarial Training and Balancing Methods for Patronizing and Condescending Language Detection—0
A gradient-based variable selection for binary classification in reproducing kernel Hilbert space—0
Handling Class Imbalance in Link Prediction using Learning to Rank Techniques—0
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization—0
Handling Imbalanced Data: A Case Study for Binary Class Problems—0
Handwritten and Printed Text Segmentation: A Signature Case Study—0
A Fundamental Performance Limitation for Adversarial Classification—0
Hardware-Amenable Structural Learning for Spike-based Pattern Classification using a Simple Model of Active Dendrites—0
Harmful YouTube Video Detection: A Taxonomy of Online Harm and MLLMs as Alternative Annotators—0
Harnessing Inherent Noises for Privacy Preservation in Quantum Machine Learning—0
Harnessing Mixed Features for Imbalance Data Oversampling: Application to Bank Customers Scoring—0
HateBR: Large expert annotated corpus of Brazilian Instagram comments for abusive language detection—0
Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography—0
hep-th—0
Heterogeneous Calibration: A post-hoc model-agnostic framework for improved generalization—0
Hidden Persuasion: Detecting Manipulative Narratives on Social Media During the 2022 Russian Invasion of Ukraine—0
Automatic Hierarchical Classification of Kelps using Deep Residual Features—0
Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars—0
Hierarchical CVAE for Fine-Grained Hate Speech Classification—0
Hierarchical Neyman-Pearson Classification for Prioritizing Severe Disease Categories in COVID-19 Patient Data—0
Hierarchical Sparse Bayesian Multitask Model with Scalable Inference for Microbiome Analysis—0
A Consequentialist Critique of Binary Classification Evaluation Practices—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