Skip to main content

Table 5 Comparison of DASSI Model Performance with baseline models

From: DASSI: differential architecture search for splice identification from DNA sequences

Model Accuracy Sensitivity Specificity F-score AUC score
DASSI hs 94.15 ±0.1 94.00 ±0.1 95.20 ±0.3 94 ±0.1 98.8 ±0.01
LSTM (emb.) 93.98 ±0.1 95 ±1.0 92.32 ±1.2 93.74 ±0.2 93.66 ±0.2
Hybrid 93.66 ±0.2 94.63 ±0.7 93.33 ±0.6 94.02 ±0.1 93.66 ±0.2
LSTM 86.99 ±14.6 85.26 ±19.8 88.71 ±9.8 85.87 ±16.9 86.99 ±14.6
CNN 64.15 ±0.6 65.27 ±6.0 63.04 ±6.2 64.43 ±2.1 64.10 ±0.5
CNN (emb.) 53.63 ±3.6 95.62 ±6.6 11.63 ±13.7 67.35 ±0.5 53.63 ±3.6
\