do not specify type for features

main.py

@@ -72,17 +72,28 @@ async def predict(request: Request, requess: Req = Depends(form_req)):
 
     features = extract_features(str(url))
     data = []
-    data.append(str(features['URL']))
-    data.extend(int(features['URLLength']))
-    data.extend(str(features['Domain']))
-    data.extend(int(features['DomainLength']))
-    data.extend(str(features['TLD']))
-    data.extend(float(features['CharContinuationRate']))
-    data.extend(int(features['TLDLength']))
-    data.extend(int(features['NoOfSubDomain']))
-    data.extend(float(features['DegitRatioInURL']))
-    data.extend(float(features['SpacialCharRatioInURL']))
-    data.extend(int(features['IsHTTPS']))
+    # data.append(str(features['URL']))
+    # data.extend(int(features['URLLength']))
+    # data.extend(str(features['Domain']))
+    # data.extend(int(features['DomainLength']))
+    # data.extend(str(features['TLD']))
+    # data.extend(float(features['CharContinuationRate']))
+    # data.extend(int(features['TLDLength']))
+    # data.extend(int(features['NoOfSubDomain']))
+    # data.extend(float(features['DegitRatioInURL']))
+    # data.extend(float(features['SpacialCharRatioInURL']))
+    # data.extend(int(features['IsHTTPS']))
+    data.append(features['URL'])
+    data.append(features['URLLength'])
+    data.append(features['Domain'])
+    data.append(features['DomainLength'])
+    data.append(features['TLD'])
+    data.append(features['CharContinuationRate'])
+    data.append(features['TLDLength'])
+    data.append(features['NoOfSubDomain'])
+    data.append(features['DegitRatioInURL'])
+    data.append(features['SpacialCharRatioInURL'])
+    data.append(features['IsHTTPS'])
 
     prediction = model.predict([data])
     output = prediction[0]