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Binary Classification

Papers

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Showing 326–350 of 2574 papers

TitleStatusHype
Benign overfitting in leaky ReLU networks with moderate input dimension—0
Adaptive Estimation and Learning under Temporal Distribution Shift—0
Analysing Features Learned Using Unsupervised Models on Program Embeddings—0
Hybrid Deep Learning Framework for Enhanced Melanoma Detection—0
Analysing Cyberbullying using Natural Language Processing by Understanding Jargon in Social Media—0
An All-Pair Quantum SVM Approach for Big Data Multiclass Classification—0
Adaptive Deep Learning for Multiclass Breast Cancer Classification via Misprediction Risk Analysis—0
FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans—0
An Adaptive Contrastive Learning Model for Spike Sorting—0
Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models—0
An Adaptive Algorithm for Learning with Unknown Distribution Drift—0
A Multi-task Deep Network for Person Re-identification—0
Adaptive Curriculum Learning—0
Multiclass Online Learning and Uniform Convergence—0
Autoregressive Generative Adversarial Networks—0
A Multi-task Approach to Predict Likability of Books—0
A Multi-Modal Explainability Approach for Human-Aware Robots in Multi-Party Conversation—0
Adaptive Cost-Sensitive Learning in Neural Networks for Misclassification Cost Problems—0
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection—0
A More Biologically Plausible Local Learning Rule for ANNs—0
Adaptive calibration for binary classification—0
A Modified Construction for a Support Vector Classifier to Accommodate Class Imbalances—0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account—0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification—0
A Model-free Closeness-of-influence Test for Features in Supervised Learning—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