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Assume that you are given a data set and a neural network model trained on the data set. You are asked to build a decision tree model with the sole purpose of understanding/interpreting the built neural network model. In such a scenario, which among the following measures would you concentrate most on optimising?

Assume that you are given a data set and a neural network model trained on the data set. You are asked to build a decision tree model with the sole purpose of understanding/interpreting the built neural network model. In such a scenario, which among the following measures would you concentrate most on optimising? Correct Answer fidelity of the decision tree model, which is the fraction of instances on which the neural network and the decision tree give the same output

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Read the given statements and conclusions carefully. Assuming that the information given in the statements is true, even if it appears to be at variance with commonly known facts, decide which of the given conclusions logically follow(s) from the statements. Statements: No guest is trained. All trained are employees. Some employees are tall. Conclusions: I. Some tall are trained. II. Some employees are trained. III. No tall is a guest. 
Consider the pseudocode given below. The function DoSomething() takes as argument a pointer to the root of an arbitrary tree represented by the leftMostChild-rightSibling representation. Each node of the tree is of type treeNode. typedef struct treeNode* treeptr; struct treeNode {              treeptr leftMostChild, rightSibling; }; int DoSomething (treeptr tree) {              int value=0;              if (tree != NULL) {              if (tree->leftMostChild == NULL)              value = 1;    else               value = DoSomething(tree->leftMostChild);               value = value + DoSomething(tree->rightSibling);     }               return(value); } When the pointer to the root of a tree is passed as the argument to DoSomething, the value returned by the function corresponds to the 
Which of the following statements regarding tree are correct? (A) All the links of a tree together does not constitute the complement of the corresponding tree (B) A connected subgraph of a connected graph is a tree if there exist (n - 1) nodes of the group (C) A connected subgraph of a connected graph is a tree if there exist many paths between any pair of nodes in it (D) The number of terminal nodes of end vertices of every tree are atleast two (E) Every connected graph has atleast one tree Choose the correct answer from the options given below: (1) (A) and (B) only (2) (B) and (C) only (3) (B) and (D) only (4) (D) and (E) only
In the question below, are given a statement followed by three courses of actions numbered I, II and III. On the basis of the information given, you have to assume everything in the statement to be true, and then decide which of the suggested course of action logically follow (s) for pursuing. Statement: The India Risk Survey 2017 report ranks 'Information & Cyber Insecurity' as the biggest risk facing Indian companies. Indian organizations, both public and private, had witnessed over 27,000 incidents of security threat, from January 2017 till June 2017 alone. Phishing, scanning/probing, website intrusions and defacements, virus/malicious code, ransomware, Denial of Service attacks, and data breaches are some ways in which hackers attack business websites, which can cause operational disruptions and potentially steal sensitive information. Small and medium businesses (SMBs), unfortunately, have been seeing rising incidences of cybercrime. In fact, 70 percent of cyberattacks occur at organizations with lesser than 100 employees  Courses of action: I. Mandate basic security practices and policies for all employees, such as 2-factor authentication, internet use guidelines and create and enforce rules on handling and protecting sensitive data. Conduct frequent training to sensitize employees about opening suspicious emails, encrypting their data, using strong passwords on their devices, installing security apps, and limiting activity over public Wi-Fi. Implement and enforce incident reporting to help ensure that even the smallest breach is report to management as well as the IT teams. II. Basics still matter and are some of the best defenses against viruses, malware, and other online threats. Assess the assets that are most at risk - data, servers, network - and ensure that the systems are updated with the latest security software, web browser, and operating system. Implement firewall security and run antivirus software after each update.  III. Ensure regular backup of all critical data - whether stored in-house or on the cloud. Run scheduled attack drills and stress tests to identify vulnerabilities and ensure that data restoration and business continuity are executed as planned.
In the question below, is given a statement followed by three courses of actions numbered I, II and III. On the basis of the information given, you have to assume everything in the statement to be true, and then decide which of the suggested courses of action logically follow (s) for pursuing. Statement: The numbers are impressive. In its quest towards Swachh Bharat, the government has built 4.98 crore rural household latrines in the last three years. What's more, recent surveys by the NSSO and the Quality Council of India show that over 90% people with access to toilets are using them. Launched with the idea of Clean India, it is expanding from urban to the rural areas and is spreading awareness among the masses. Courses of action: I. Given that most rural areas in India lack proper drainage and a sewage network, the government has focused on building twin-pit toilets. But there is no data on whether the size of hastily built twin pits takes into account the number of users, and whether each pit is enough to collect waste for three years.  II. While this is a positive indicator, there are many other areas that need attention such as the shortage of water, sensitization of citizens, proper maintenance and usage of toilets, and overcoming the resistance to dry manure made from human waste.  III. One of the biggest challenges for Swachh Bharat in rural areas is managing liquid waste, which pollutes natural water bodies. Though the scheme covers this aspect as well, the immediate focus is to deal with open defecation.
In the following question, there are six parts marked S1, S6, P, Q, R and S. The position of S1 and S6 are fixed. Some parts of the sentence have been jumbled up. Rearrange these parts and choose the proper sequence from the given options. (S1) Once upon a time, there lived a farmer in a village, beside a forest. (P) When the farmer was a little boy, he spent much of his time playing with the apple tree (Q) Those days, the apple tree had given the choicest of apples to him (R) However, as time passed, the apple tree became old and stopped bearing fruits (S) He had a big garden that had an old apple tree and other plants, trees and beautiful flowers (S6) Now that the farmer was not getting any apples from the tree, he decided that the tree was useless and cut it.
In the following question, there are six parts marked S1, S6, P, Q, R and S.The position of S1 and S6 are fixed. Some parts of the sentence have been jumbled up. Rearrange these parts and choose the proper sequence from the given options. (S1) Once upon a time, there lived a farmer in a village, beside a forest. (P) When the farmer was a little boy, he spent much of his time playing with the apple tree (Q)Those days, the apple tree had given the choicest of apples to him (R) However, as time passed, the apple tree became old and stopped bearing fruits (S)He had a big garden that had an old apple tree and other plants, trees and beautiful flowers (S6) Now that the farmer was not getting any apples from the tree, he decided that the tree was useless and cut it.
In the question below, are given a statement followed by three courses of actions numbered I, II and III. On the basis of the information given, you have to assume everything in the statement to be true, and then decide which of the following suggested courses of actions logically follow(s) for pursuing. Statement: Top lenders to power projects including State Bank of India, Punjab National Bank, Power Finance Corp and others have agreed to decide the fate of a dozen stressed assets totaling about 13,000 MW by October 10. At a meeting between lenders and top government officials late on Thursday, large lenders explained risks of moving power projects to insolvency court to disagreeing banks, most of which have smaller exposures, and sought to arrive upon a decision before the set deadline. Courses of action: I. Lenders were informed about rising electricity demand and measures being proposed by the high level empowered committee that is working to address issues related to fuel, discom payment delays and regulatory approvals.  II. Banks with lesser exposure to stressed assets in power sector have been asked to come together and decide either to agree with the resolution plan or refer the projects to bankruptcy court rather than dilly-dallying. III. However, if the resolution plans are decided, it can create a favorable ground before the court to salvage at least some of these good operational assets from insolvency proceedings.
In the question, a statement is given, followed by two arguments, I and II. You have to consider the statement to be true even if it seems to be at variance from commonly known facts. You have to decide which of the given arguments, if any, is a strong argument. Statement: Should the US built a nationalised 5G network on its own? Arguments: Yes. There are serious concerns relating to the Chinese government’s influence into telecommunication network equipment markets and concerns relating to Chinese spying in the US knowing that the Chinese companies are really developed in the telecommunication network equipment markets. No. The proposal for the federal government to build a standalone network would be ‘expensive and duplicative’.
In the following passage, some of the words have been left out. Read the passage carefully and select the correct answer for the given blank out of thefour alternatives.
Raising effective primary and district-level coverage of mental health services for the general population, without requiring people to travel longdistances to see a specialist and get medicines, should be a priority. _________________ the base of psychiatrists is low in relation to the need,the use of trained general practitioners as the first line of contact assumes importance. Some studies show many of them are not confident________________ with their training to detect, diagnose and manage mental illnesses. ______________ a concerted effort, primary carephysicians can be trained to help people with mild and severe problems, ________________ from anxiety disorders to depression, psychosesand conditions arising from alcohol and substance _______________. ______________ a concerted effort, primary care physicians can be trained