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Seizure Detection on UCI Epilepsy Seizure Dataset (test)

99.83Accuracy

Hybrid Deep Learning Model

Updated 1d ago

Evaluation Results

Method	Links
Hybrid Deep Learning Model 2025.01		99.83
Conv1D+LSTM+Bayesian 2025.01		99.47
Conv1D+LSTM 2025.01		99.3
HyEpiSeiD - CNN+Gated Recurrent Network 2025.01		99.01
SCA-Optimized LightGBM Classifier 2025.01		99
K-Nearest Neighbors+PCA 2025.01		99
Random Forest (RF) 2025.01		97.7
Long-Short Term Memory (LSTM) 2025.01		97.1
Random Forest (RF) 2025.01		97.08
FUPTBSVM (hybrid model) 2025.01		88.66