Update app.py

app.py

@@ -102,16 +102,17 @@ st.caption("4. Fragment Predictor")
 
 st.markdown(
 '''
-- Explain Promiscuity models
+- Explain Promiscuity and Ontology Prediction models
 
-Three Type 1 (Global) Models and nine Type 2 (Specific) Models were used. Area Under Receiver Operating Characteristic (AUROC) of > 0.75 is considered a :blue[good model].
+1. We built two types of Promiscuity models. Three Type 1 (Global) and nine Type 2 (Specific) models 
+2. We built 10 Ontology models. 
+3. Area Under Receiver Operating Characteristic (AUROC) of > 0.75 is considered a :blue[good model]
 
 |Global | num. Proteins | AUROC
 |---|---|---|
 Prom-0 | 100+ | :blue[0.837]
 Prom-1 | 200+ | :blue[0.800]
-Prom-2 | 300+ | :red[0.713]
-Prom-2 | 300+ | :red[0.713]
+Prom-2 | 300+ | :orange[0.713]
 
 |Specific | num. Proteins | num. Fragments | AUROC
 |---|---|---|---|
@@ -121,10 +122,23 @@ Prom-0-2|50+| > 40 | :blue[0.857]
 Prom-1-0|10+| < 4 | :blue[0.771]
 Prom-1-1|15+| 4 -> 40 | :blue[0.855]
 Prom-1-2|100+| > 40 | :blue[0.858]
-Prom-2-0|50+| < 4 | :red[0.771]
-Prom-2-1|100+| 4 -> 40  | :red[0.743]
+Prom-2-0|50+| < 4 | :orange[0.771]
+Prom-2-1|100+| 4 -> 40  | :orange[0.743]
 Prom-2-2|200+| > 40 | :blue[0.814]
-  
+
+Model name | Ontology | AUROC
+|---|---|---|
+Sign-0 | Endoplasmic reticulum | :blue[0.872]
+Sign-1 | RNA binding | :orange[0.727]
+Sign-2 | Lysosome | :blue[0.938]
+Sign-3 | Proteasome complex | :orange[0.616]
+Sign-4 | Mitochondria | :orange[0.519]
+Sign-5 | Nucleous | :orange[0.702]
+Sign-6 | Transmembrane transporter | :blue[0.756]
+Sign-7 | Microtubule | :orange[0.557]
+Sign-8 | Organic acid binding | :orange[0.706]
+Sign-9 | Envelope | :blue[0.806]
+
 '''
 )