will be done by using the automatic POS Tagger. • Opinions categorizer: Next is to categorize these opinions into positive and negative category by using the Naive Bayes. Naïve Bayes Classifier is a well known probabilistic classifier which describes its application to text. In order to incorporate unlabelled data‚ the foundation Naïve Bayes was build. The task of learning of a generative model is to estimate the parameters using labeled training data only. The estimated parameters are used by the algorithm
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aircraft when it passes the point mid-way between A and B. (2) (Total 7 marks) 2. Three posts P‚ Q and R‚ are fixed in that order at the side of a straight horizontal road. The distance from P to Q is 45 m and the distance from Q to R is 120 m. A car is moving along the road with constant acceleration a m s–2. The speed of the car‚ as it passes P‚ is u m s–1. The car passes Q two seconds after passing P‚ and the car passes R four seconds after passing Q. Find (i) the value of u‚ (ii) the value
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Describe the role of courts in the criminal justice process. The courts serve as the venue where disputes are then settled and justice is administered. In Australian courts the adversarial system of trial is used to determine guilt‚ this is two sides‚ one representing the accused the other the state‚ debate over the guilt of the accused; this is mediated by a neutral third party‚ the judge or magistrate. Guilt is determined by the judge‚ magistrate or a jury. Punishment for the accused if found
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published by Manindra Agrawal‚ Neeraj Kayal‚ and Nitin Saxena‚ computer scientists at the Indian Institute of Technology Kanpur‚ on August 6‚ 2002‚ in a paper titled "PRIMES is in P".[1] The authors received many accolades‚ including the 2006 Gödel Prize and the 2006 Fulkerson Prize‚ for this work. The algorithm determines whether a number is prime or composite within polynomial time. Contents 1 Importance 2 Concepts 3 History and running time 4 Algorithm 5 References
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Part A: Question 1 The foundation of open systems theory is that all the components of an organization are inter-related‚ thus‚ changing one variable impacts many other components of the organization. Additionally‚ organizations use external and internal inputs to produce outputs. (McShane & Steen‚ 2009). Further‚ there is a nonlinear relationship between different components of an organization. Meaning‚ a small change in one variable can cause enormous changes in another‚ and conversely
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Paterson Credit Union Project Description: You work as a database administrator at the Paterson Credit Union. You are modifying a database to add a lookup form‚ change an existing form to fix the tab order‚ include a combo box‚ and add text‚ and create a new report grouped by the type of loan. Instructions: For the purpose of grading the project you are required to perform the following tasks: Step Instructions Points Possible 1 Start Access. Open the file named exploring_a07_grader_a1_Bank
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The four color theorem is a mathematical theorem that states that‚ given a map‚ no more than four colors are required to color the regions of the map‚ so that no 2 regions that are touching (share a common boundary) have the same color. This theorem was proven by Kenneth Appel and Wolfgang Haken in 1976‚ and is unique because it was the first major theorem to be proven using a computer. This proof was first proposed in 1852 by Francis Guthrie when he was coloring the counties of England and realized
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Application There are some applications of Thevenin’s Theorem in our daily lives. Thevenin’s Theorem is very useful to reduce a network with several voltage sources and resistors to an equivalent circuit composed a single voltage source and a single resistance connected to a load only. It is used in simplifying and analysing complex linear networks power systems and circuits where one particular where a particular load resistor‚ RL in the circuit is subject to change‚ and recalculation of the circuit
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Bayesian Probabilistic Matrix Factorization using Markov Chain Monte Carlo Ruslan Salakhutdinov rsalakhu@cs.toronto.edu Andriy Mnih amnih@cs.toronto.edu Department of Computer Science‚ University of Toronto‚ Toronto‚ Ontario M5S 3G4‚ Canada Abstract Low-rank matrix approximation methods provide one of the simplest and most effective approaches to collaborative filtering. Such models are usually fitted to data by finding a MAP estimate of the model parameters‚ a procedure that can be
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a NOR gate. DeMorgan’s theorems state the same equivalence in "backward" form: that inverting the output of any gate results in the same function as the opposite type of gate (AND vs. OR) with inverted inputs De Morgan’s theorem is used to simplify a lot expression of complicated logic gates. For example‚ (A + (BC)’)’. The parentheses symbol is used in the example. _ The answer is A BC. Let’s apply the principles of DeMorgan’s theorems to the simplification of
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