What is plot model function in Association Rules module

This recipe explains what is plot model function in Association Rules module

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Recipe Objective - What is the plot_model function in the Association Rules module?

PyCaret provides the plot_model function in the Association Rules module.

 

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plot_model function with Example:-

PyCaret prvides "pycaret.arules.plot_models()" funtion. Plot model function takes a model dataframe returned by create_model() function. ‘2d’ and ‘3d’ plots are available.

from pycaret.datasets import get_data
data = get_data('france')
# importing NLP module
from pycaret.arules import *
# initialize the setup
exp = setup(data = data, transaction_id = 'InvoiceNo', item_id = 'Description')
# creating model function
model = create_model(metric = 'confidence', threshold=0.7, min_support=0.05)
# plotting model
plot_model(model, plot='2d')

List of plots:-

Support, Confidence, and Lift (2d) - ‘2d’

Support, Confidence, and Lift (3d) - ‘3d’

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