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Bharani Kumar Depuru is a well known IT personality from Hyderabad. He is the Founder and Director of Innodatatics Pvt Ltd and 360DigiTMG. Bharani Kumar is an IIT and ISB alumni with more than 18+ years of experience, he held prominent positions in the IT elites like HSBC, ITC Infotech, Infosys, and Deloitte. He is a prevalent IT consultant specializing in Industrial Revolution 4.0 implementation, Data Analytics practice setup, Artificial Intelligence, Big Data Analytics, Industrial IoT, Business Intelligence and Business Management. Bharani Kumar is also the chief trainer at 360DigiTMG with more than Ten years of experience and has been making the IT transition journey easy for his students. 360DigiTMG is at the forefront of delivering quality education, thereby bridging the gap between academia and industry.
Conviction compares the probability that Antecedent appears without Consequent provided they are dependent on the frequency of the appearance of Antecedent without Consequent. Conviction factors in both P(A) and P(C) and has a value of 1 when the pair of items are unrelated Leverage measures the degree of dependence between the Antecedent and the consequent. This is done by finding the difference between the Support of the Tupple and the product of the support of the Antecednet and Cosneqiuesnt measured independently Leverage = {#(A&C)/#T} – {(#A/#T)*(#C/#T)} (or) Leverage = p(A&C) – p(A).p(C) Higher the value of leverage is the dependence between the Antecedent and Consequent
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