Create app.py

app.py

@@ -0,0 +1,20 @@
+import pickle
+def make_predicition(sepal_length,sepal_width,petal_length,petal_width):
+    with open("model_iris.pkl","rb") as f:
+        clf=pickle.load(f)
+        preds=clf.predict([[sepal_length,sepal_width,petal_length,petal_width]])
+    if preds==0:
+        return "IRIS-SETOSA"
+    elif preds==1:
+        return "IRIS-VERSICOLOR"
+    else:
+        return "IRIS-VIRGINICA"
+#CREATE the input component for Gradio sinces we are expecting 4 inputs
+sep_len=gr.Number(label="SEPAL LENGTH")
+sep_wid=gr.Number(label="SEPAL WIDTH")
+pet_len=gr.Number(label="PETAL LENGTH")
+pet_wid=gr.Number(label="PETAL WIDTH")
+#create the output
+output=gr.Textbox()
+app=gr.Interface(fn=make_predicition,inputs=[sep_len,sep_wid,pet_len,pet_wid],outputs=output)
+app.launch()