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Binary Classification

Papers

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Showing 1901–1925 of 2574 papers

TitleStatusHype
Probabilistic learning of boolean functions applied to the binary classification problem with categorical covariatesCode0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation—0
Quality Control of Neuron Reconstruction Based on Deep Learning—0
BrazilDAM: A Benchmark dataset for Tailings Dam DetectionCode0
Adapting Deep Learning Methods for Mental Health Prediction on Social Media—0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
TF-IDFC-RF: A Novel Supervised Term Weighting Scheme—0
Fairness by Explicability and Adversarial SHAP Learning—0
AI outperformed every dermatologist: Improved dermoscopic melanoma diagnosis through customizing batch logic and loss function in an optimized Deep CNN architecture—0
Reduced Dilation-Erosion Perceptron for Binary ClassificationCode0
On the Learning Property of Logistic and Softmax Losses for Deep Neural NetworksCode0
Learning from Positive and Unlabeled Data by Identifying the Annotation Process—0
UKARA 1.0 Challenge Track 1: Automatic Short-Answer Scoring in Bahasa Indonesia—0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses—0
General Framework for Binary Classification on Top Samples—0
Using Distributional Thesaurus Embedding for Co-hyponymy Detection—0
Learning Optimal Classification Trees: Strong Max-Flow Formulations—0
Optical detection of Aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms—0
Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots—0
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics—0
Imbalanced classification: a paradigm-based review—0
Robust binary classification with the 01 lossCode0
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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