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Binary Classification

Papers

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Showing 1351–1400 of 2574 papers

TitleStatusHype
Dynamics of Supervised and Reinforcement Learning in the Non-Linear Perceptron—0
Dynamic Spectrum Matching with One-shot Learning—0
Early Detection of At-Risk Students Using Machine Learning—0
Early Detection of Depression and Eating Disorders in Spanish: UNSL at MentalRiskES 2023—0
Early Diagnosis of Parkinsons Disease by Analyzing Magnetic Resonance Imaging Brain Scans and Patient Characteristics—0
Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization—0
Early prediction of the transferability of bovine embryos from videomicroscopy—0
Early-stopped neural networks are consistent—0
Earthquake magnitude prediction in Hindukush region using machine learning techniques—0
ECNU at SemEval-2018 Task 3: Exploration on Irony Detection from Tweets via Machine Learning and Deep Learning Methods—0
Ecological Neural Architecture Search—0
Effective Class-Imbalance learning based on SMOTE and Convolutional Neural Networks—0
Effective Data Augmentation for Sentence Classification Using One VAE per Class—0
Effectively Leveraging BERT for Legal Document Classification—0
Efficient computation and analysis of distributional Shapley values—0
Efficient Large-Scale Structured Learning—0
Efficient logic architecture in training gradient boosting decision tree for high-performance and edge computing—0
Efficient Optimal PAC Learning—0
Efficient Seismic fragility curve estimation by Active Learning on Support Vector Machines—0
Efficient Training of One Class Classification-SVMs—0
EFSG: Evolutionary Fooling Sentences Generator—0
Eigenbehaviour as an Indicator of Cognitive Abilities—0
Electrocardiogram (ECG) Based Cardiac Arrhythmia Detection and Classification using Machine Learning Algorithms—0
Elimination of All Bad Local Minima in Deep Learning—0
Elvis vs. M. Jackson: Who has More Albums? Classification and Identification of Elements in Comparative Questions—0
Emphasis on the Minimization of False Negatives or False Positives in Binary Classification—0
Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes—0
Empirically Estimable Classification Bounds Based on a New Divergence Measure—0
Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification—0
Encoding Categorical Variables with Conjugate Bayesian Models for WeWork Lead Scoring Engine—0
1-D Convlutional Neural Networks for the Analysis of Pupil Size Variations in Scotopic Conditions—0
Energy-based features and bi-LSTM neural network for EEG-based music and voice classification—0
Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability—0
Enforcing Label and Intensity Consistency for IR Target Detection—0
Enhanced ECG Arrhythmia Detection Accuracy by Optimizing Divergence-Based Data Fusion—0
Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning—0
Enhancing binary classification: A new stacking method via leveraging computational geometry—0
Enhancing COVID-19 Diagnosis through Vision Transformer-Based Analysis of Chest X-ray Images—0
Enhancing Edge Intelligence with Highly Discriminant LNT Features—0
Enhancing GANs with Contrastive Learning-Based Multistage Progressive Finetuning SNN and RL-Based External Optimization—0
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem—0
Non-Invasive Suicide Risk Prediction Through Speech Analysis—0
Enhancing the Identification of Cyberbullying through Participant Roles—0
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts—0
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts—0
Ensemble Committees for Stock Return Classification and Prediction—0
Ensemble Methods for Sequence Classification with Hidden Markov Models—0
Ensemble Models for Detecting Wikidata Vandalism with Stacking - Team Honeyberry Vandalism Detector at WSDM Cup 2017—0
Ensemble of Binary Classifiers Combined Using Recurrent Correlation Associative Memories—0
Ensemble pruning via an integer programming approach with diversity constraints—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