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Binary Classification

Papers

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Showing 851–900 of 2574 papers

TitleStatusHype
Predicting Human Impressions of Robot Performance During Navigation Tasks—0
Topological Expressivity of ReLU Neural Networks—0
Soft ascent-descent as a stable and flexible alternative to floodingCode0
Hypergraph Echo State Network—0
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation—0
COVID-19 detection using ViT transformer-based approach from Computed Tomography ImagesCode0
Relative intrinsic dimensionality is intrinsic to learning—0
Facial Forgery-based Deepfake Detection using Fine-Grained Features—0
Federated Quantum Machine Learning with Differential Privacy—0
Binary Classification with Confidence Difference—0
Post-hoc Bias Scoring Is Optimal For Fair ClassificationCode0
Breaking Down Word Semantics from Pre-trained Language Models through Layer-wise Dimension Selection—0
PGraphDTA: Improving Drug Target Interaction Prediction using Protein Language Models and Contact MapsCode0
Accelerated Neural Network Training with Rooted Logistic Objectives—0
Integrating Audio-Visual Features for Multimodal Deepfake Detection—0
Amazon Books Rating prediction & Recommendation Model—0
On the Performance of Multimodal Language Models—0
Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment—0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
Universality of max-margin classifiers—0
UPB @ ACTI: Detecting Conspiracies using fine tuned Sentence Transformers—0
Efficient Training of One Class Classification-SVMs—0
Automated Chest X-Ray Report Generator Using Multi-Model Deep Learning ApproachCode0
Class Activation Map-based Weakly supervised Hemorrhage Segmentation using Resnet-LSTM in Non-Contrast Computed Tomography images—0
Large Language Model Routing with Benchmark Datasets—0
On Excess Risk Convergence Rates of Neural Network Classifiers—0
Tile Classification Based Viewport Prediction with Multi-modal Fusion Transformer—0
Can-SAVE: Mass Cancer Risk Prediction via Survival Analysis Variables and EHR—0
Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data—0
A New Interpretable Neural Network-Based Rule Model for Healthcare Decision Making—0
Des-q: a quantum algorithm to provably speedup retraining of decision trees—0
Neural Network-Based Rule Models With Truth Tables—0
Comparative study of Deep Learning Models for Binary Classification on Combined Pulmonary Chest X-ray Dataset—0
One-Class Knowledge Distillation for Spoofing Speech Detection—0
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection—0
Respiratory Disease Classification and Biometric Analysis Using Biosignals from Digital Stethoscopes—0
On Regularized Sparse Logistic Regression—0
A Novel Supervised Deep Learning Solution to Detect Distributed Denial of Service (DDoS) attacks on Edge Systems using Convolutional Neural Networks (CNN)—0
Outlier Robust Adversarial TrainingCode0
BNS-Net: A Dual-channel Sarcasm Detection Method Considering Behavior-level and Sentence-level Conflicts—0
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease PredictionCode0
Distributed Variational Inference for Online Supervised LearningCode0
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
An explainable three dimension framework to uncover learning patterns: A unified look in variable sulci recognitionCode0
Majorization-Minimization for sparse SVMs—0
Pseudo-Boolean Polynomials Approach To Edge Detection And Image Segmentation—0
Class Binarization to NeuroEvolution for Multiclass ClassificationCode0
Compressor-Based Classification for Atrial Fibrillation Detection—0
QKSAN: A Quantum Kernel Self-Attention Network—0
The Potential of Quantum Techniques for Stock Price Prediction—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