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Binary Classification

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Showing 1651–1700 of 2574 papers

TitleStatusHype
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling—0
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning—0
Improving Noise Robustness through Abstractions and its Impact on Machine Learning—0
Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation—0
Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition—0
Improving Sequence Generative Adversarial Networks with Feature Statistics Alignment—0
Improving Sonar Image Patch Matching via Deep Learning—0
Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images—0
Incomplete In-context Learning—0
In-Context Learning for Label-Efficient Cancer Image Classification in Oncology—0
Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning—0
Individualised Counterfactual Examples Using Conformal Prediction Intervals—0
IndoToxic2024: A Demographically-Enriched Dataset of Hate Speech and Toxicity Types for Indonesian Language—0
Inducing Gaussian Process Networks—0
Inductive Bias of Gradient Descent based Adversarial Training on Separable Data—0
Infinite Curriculum Learning for Efficiently Detecting Gastric Ulcers in WCE Images—0
Influence of Resampling on Accuracy of Imbalanced Classification—0
Information-theoretic lower bounds for distributed statistical estimation with communication constraints—0
Information Theoretic Lower Bounds for Feed-Forward Fully-Connected Deep Networks—0
Information Threshold, Bayesian Inference and Decision-Making—0
Information Transfer Rate in BCIs: Towards Tightly Integrated Symbiosis—0
Infusing Acoustic Pause Context into Text-Based Dementia Assessment—0
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems—0
Instance-Based Classification through Hypothesis Testing—0
Integer Factorisation, Fermat & Machine Learning on a Classical Computer—0
Integrating Audio-Visual Features for Multimodal Deepfake Detection—0
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction—0
Integrating Large Language Models and Reinforcement Learning for Non-Linear Reasoning—0
Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification on the DAIC-WOZ—0
Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach—0
Intelligent Detection of Non-Essential IoT Traffic on the Home Gateway—0
Interactive algorithms: from pool to stream—0
Interpolating Discriminant Functions in High-Dimensional Gaussian Latent Mixtures—0
Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models—0
Intersection Prediction from Single 360° Image via Deep Detection of Possible Direction of Travel—0
Data organization limits the predictability of binary classification—0
Introducing the DOME Activation Functions—0
Investigating cybersecurity incidents using large language models in latest-generation wireless networks—0
Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language Models—0
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification—0
Investigating the detection of Tortured Phrases in Scientific Literature—0
Investigating the Relationship Between Dropout Regularization and Model Complexity in Neural Networks—0
iPAL: A Machine Learning Based Smart Healthcare Framework For Automatic Diagnosis Of Attention Deficit/Hyperactivity Disorder (ADHD)—0
IRMAC: Interpretable Refined Motifs in Binary Classification for Smart Grid Applications—0
IRONMAP: Iron Network Mapping and Analysis Protocol for Detecting Over-Time Brain Iron Abnormalities in Neurological Disease—0
IronyMagnet at SemEval-2018 Task 3: A Siamese network for Irony detection in Social media—0
Is AI fun? HumorDB: a curated dataset and benchmark to investigate graphical humor—0
Is Attention Interpretation? A Quantitative Assessment On Sets—0
Is Efficient PAC Learning Possible with an Oracle That Responds 'Yes' or 'No'?—0
Is the use of Deep Learning and Artificial Intelligence an appropriate means to locate debris in the ocean without harming aquatic wildlife?—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