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Binary Classification

Papers

Showing 12711280 of 2574 papers

TitleStatusHype
Mixed integer linear optimization formulations for learning optimal binary classification treesCode0
Highlights of Semantics in Multi-objective Genetic Programming0
Information Threshold, Bayesian Inference and Decision-Making0
Combinatorial optimization for low bit-width neural networks0
MCD: Marginal Contrastive Discrimination for conditional density estimation0
Generalization for multiclass classification with overparameterized linear models0
MEMD-HHT based Emotion Detection from EEG using 3D CNN0
Examining the behaviour of state-of-the-art convolutional neural networks for brain tumor detection with and without transfer learning0
Prediction of Maneuvering Status for Aerial Vehicles using Supervised Learning Methods0
Fuzzy granular approximation classifierCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified