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Binary Classification

Papers

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Showing 1551–1575 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
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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