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Binary Classification

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Showing 1851–1900 of 2574 papers

TitleStatusHype
Practical Perspectives on Quality Estimation for Machine Translation—0
Learning representations for binary-classification without backpropagationCode0
Implicit Bias of Gradient Descent based Adversarial Training on Separable Data—0
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth—0
Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation—0
Automated Discovery of Mathematical Definitions in Text—0
Implementation of Supervised Training Approaches for Monolingual Word Sense Alignment: ACDH-CH System Description for the MWSA Shared Task at GlobaLex 2020—0
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data—0
Scmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach—0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling—0
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextCode0
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networksCode0
Nonparallel Hyperplane Classifiers for Multi-category Classification—0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm—0
Learning from Aggregate ObservationsCode1
SpeedNet: Learning the Speediness in VideosCode1
Topology of deep neural networksCode0
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment CorpusCode1
Decomposing Word Embedding with the Capsule Network—0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise—0
Deep Face Forgery DetectionCode0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping—0
A generalised OMP algorithm for feature selection with application to gene expression data—0
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning—0
Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical CodesCode0
Optimising HEP parameter fits via Monte Carlo weight derivative regression—0
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly DetectionCode1
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis—0
A termination criterion for stochastic gradient descent for binary classification—0
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing—0
Diagnosis of Diabetic Retinopathy in Ethiopia: Before the Deep Learning based Automation—0
Probabilistic learning of boolean functions applied to the binary classification problem with categorical covariatesCode0
Quality Control of Neuron Reconstruction Based on Deep Learning—0
Adapting Deep Learning Methods for Mental Health Prediction on Social Media—0
BrazilDAM: A Benchmark dataset for Tailings Dam DetectionCode0
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
Towards a predictive spatio-temporal representation of brain dataCode1
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
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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