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Binary Classification

Papers

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Showing 1551–1600 of 2574 papers

TitleStatusHype
Sentiment Analysis of Typhoon Related Tweets using Standard and Bidirectional Recurrent Neural Networks—0
Sepsis Prediction with Temporal Convolutional Networks—0
Sequential Binary Classification for Intrusion Detection—0
Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective—0
Sharif-MGTD at SemEval-2024 Task 8: A Transformer-Based Approach to Detect Machine Generated Text—0
Shayona@SMM4H23: COVID-19 Self diagnosis classification using BERT and LightGBM models—0
Siamese Networks for Inference in Malayalam Language Texts—0
Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification—0
SigGAN : Adversarial Model for Learning Signed Relationships in Networks—0
Signal Processing in the Retina: Interpretable Graph Classifier to Predict Ganglion Cell Responses—0
Pairwise Supervision Can Provably Elicit a Decision Boundary—0
Single neuron-based neural networks are as efficient as dense deep neural networks in binary and multi-class recognition problems—0
Skin Cancer Images Classification using Transfer Learning Techniques—0
Small Aerial Target Detection for Airborne Infrared Detection Systems using LightGBM and Trajectory Constraints—0
Smoothed Online Classification can be Harder than Batch Classification—0
SOAR: Simultaneous Or of And Rules for Classification of Positive & Negative Classes—0
Social Support Detection from Social Media Texts—0
Soft-SVM Regression For Binary Classification—0
SoK: Prompt Hacking of Large Language Models—0
Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions—0
Solving Fashion Recommendation -- The Farfetch Challenge—0
Solving for multi-class: a survey and synthesis—0
Some Experimental Issues in Financial Fraud Detection: An Investigation—0
Some Open Problems in Optimal AdaBoost and Decision Stumps—0
Sparse-penalized deep neural networks estimator under weak dependence—0
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification—0
Spatial Filtering for Brain Computer Interfaces: A Comparison between the Common Spatial Pattern and Its Variant—0
Spatiotemporal Inconsistency Learning for DeepFake Video Detection—0
Speech-Based Depression Prediction Using Encoder-Weight-Only Transfer Learning and a Large Corpus—0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model—0
SphereFace2: Binary Classification is All You Need for Deep Face Recognition—0
Spider-Jerusalem at SemEval-2019 Task 4: Hyperpartisan News Detection—0
Data-Driven Logistic Regression Ensembles With Applications in Genomics—0
Spotting insects from satellites: modeling the presence of Culicoides imicola through Deep CNNs—0
SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method—0
SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network—0
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models—0
Stability and List-Replicability for Agnostic Learners—0
Stability of the Stochastic Gradient Method for an Approximated Large Scale Kernel Machine—0
Stacking-Enhanced Bagging Ensemble Learning for Breast Cancer Classification with CNN—0
Staff line Removal using Generative Adversarial Networks—0
Stain Normalized Breast Histopathology Image Recognition using Convolutional Neural Networks for Cancer Detection—0
STAND-Guard: A Small Task-Adaptive Content Moderation Model—0
State of the art applications of deep learning within tracking and detecting marine debris: A survey—0
Statistical Guarantees for Fairness Aware Plug-In Algorithms—0
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning—0
STNet: Spatial and Temporal feature fusion network for change detection in remote sensing images—0
Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks—0
Stochastic Gradient Descent with Exponential Convergence Rates of Expected Classification Errors—0
Stochastic Mirror Descent in Average Ensemble Models—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