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import pickle |
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import gradio as gr |
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def make_predicition(sepal_length,sepal_width,petal_length,petal_width): |
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with open("model_iris.pkl","rb") as f: |
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clf=pickle.load(f) |
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preds=clf.predict([[sepal_length,sepal_width,petal_length,petal_width]]) |
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if preds==0: |
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return "IRIS-SETOSA" |
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elif preds==1: |
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return "IRIS-VERSICOLOR" |
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else: |
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return "IRIS-VIRGINICA" |
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|
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sep_len=gr.Number(label="SEPAL LENGTH") |
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sep_wid=gr.Number(label="SEPAL WIDTH") |
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pet_len=gr.Number(label="PETAL LENGTH") |
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pet_wid=gr.Number(label="PETAL WIDTH") |
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|
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output=gr.Textbox() |
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|
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app=gr.Interface(fn=make_predicition,inputs=[sep_len,sep_wid,pet_len,pet_wid],outputs=output) |
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app.launch() |
