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import gradio as gr | |
import pickle | |
vectorizer = pickle.load(open('cv','rb')) | |
model_saved = pickle.load(open('job_prediction','rb')) | |
def final_result(title,location,department,salary_range,company_profile,description,requirements,benefits,telecommuting,has_company_logo,has_questions,employment_type,required_experience,required_education,industry,function): | |
text = title+location+department+company_profile+description+requirements+benefits+employment_type+required_experience+required_education+industry+function | |
text=[text] | |
text=vectorizer.transform(text) | |
text=text.reshape(1, -1) | |
return model_saved.predict(text) | |
demo = gr.Interface(final_result,inputs=['text','text','text','text','text','text','text','text','text','text','text','text','text','text','text','text'],outputs='text',title="Fake Job Detection Model") | |
demo.launch(share=True) |