Bissoy.com
Doctors Medicines MCQs Q&A

Given below are two statements, one is labelled as Assertion A and the other is labelled as Reason R Assertion A: Machine Learning requires good quality and sufficient data to train and test the algorithm Reason R: For correct classification, good quality data which is free from noise, and sufficient data is required for training and testing of the algorithm. In light of the above statements, choose the most appropriate answer from the options given below

Given below are two statements, one is labelled as Assertion A and the other is labelled as Reason R Assertion A: Machine Learning requires good quality and sufficient data to train and test the algorithm Reason R: For correct classification, good quality data which is free from noise, and sufficient data is required for training and testing of the algorithm. In light of the above statements, choose the most appropriate answer from the options given below Correct Answer Both <span style="font-weight: 700;">A</span> and <span style="font-weight: 700;">R</span> are correct and<span style="font-weight: 700;"> R</span> is the correct explanation of<span style="font-weight: 700;"> A</span>

Assertion A: Machine Learning requires good quality and sufficient data to train and test the algorithm

Reason R: For correct classification, good quality data that is free from noise, and sufficient data is required for training and testing of the algorithm.

Both the statements are correct but R is the correct explanation of A.

  1. Data can come in many forms, but machine learning models rely on four primary data types.
  2. These include numerical data, categorical data, time-series data, and text data.
  3. Machine learning algorithms are almost always optimized for raw, detailed source data
  4. . Thus, the data environment must provide large quantities of raw data for discovery-oriented analytics practices such as data exploration, data mining, statistics, and machine learning.

Related Questions

An assertion and a reason are given below. Assertion: The phenomenon of nuclear fission generates great energy. Reason: The process in which a nucleus is broken into two parts is called nuclear fission. Choose the answer. A. Both Assertion and Reason are true and Reason is the correct explanation of Assertion. B. Both Assertion and Reason are true but Reason is not the correct explanation of Assertion. C. Both Assertion and Reason are false. D. Assertion is true but Reason is false.
Given below are two statements, one is labelled as Assertion A and the other is labelled as Reason R  Assertion A: A proposition is a statement about observable phenomena (concepts) that may be judged as true or false.  Reason R: When a proposition is formulated for empirical testing, it is called a hypothesis.  In light of the above statements, choose the most appropriate answer from the options given below 
There is only one rail track between stations A and B on a railway line. One hour after the northbound superfast train N leaves station A for station B, the southbound passenger train S reaches station A from station B. The speed of superfast train is twice that of express train E, while the speed of passenger train S is half of that of train E. On some one day train N leaves from station A to station B 20 minutes late than its usual schedule. Both Train N and Train S have increased their speed to maintain the schedule as per the table. If the superfast train doubles its speed, then what should be the ratio (approximately) of the speed of the passenger train to the speed of the superfast train so that the passenger train reaches the station on that day at the exact scheduled time.
Given below are two statements: one is labelled as Assertion A and the other is labelled as Reason R Assertion A: Repeating more and more the same message will make it important. Reason R: 'Don't use two words when one will do' is the guiding principle that works. In light of the above statements, choose the most appropriate answer from the options given below
Given below are two statements, one is labelled as Assertion A and the other is labelled as Reason R Assertion A: Choice-based Credit System (CBCS) is adopted out of the need for flexibility in the education system so that students, depending upon their interests and aims, can choose interdisciplinary, intra-disciplinary and skill-based courses. Reason R: The majority of Indian higher education institutions have been following a marks or percentage-based evaluation system, which obstructs the flexibility for the students to study the subjects/courses of their choice and their mobility to different institutions. In light of the above statements, choose the most appropriate answer from the options given below
Given below are two statements, one is labelled as Assertion A and the other is labelled as Reason R Assertion A: Evaluation is said to be formative when the intention is to identify scope and potential for improvement of teaching-learning system Reason R: The form of such evaluation is informal and has to take place during instruction/teaching In light of the above statements, choose the  correct answer from the options given below
Given below are two statements. One is labelled as Assertion (A) and the other is labelled as Reason (R).  Assertion (A): Tax should not be charged on dividend income from the shareholders  Reason (R): Some economists are of the opinion that when tax has already been paid on the profit of the company and balance is distributed as dividend to the owners, tax need not be levied on them  In the light of the above two statements, choose the correct answer from the options given below  1. Both A) and R) true and R) is the correct explanation of A) 2. Both A) and R) true but R) is NOT the correct explanation of A) 3. A) is true but R) is false  4. A) is false but R) is true
Given below are two statements: One is labelled as Assertion A and the other is labelled as Reason R: Assertion A: Indian Philosophy has been intensely spiritual and has always emphasized the need of practical realization of truth. Reason R: The wood 'darshana' means 'vision' and also the instrument of vision which stands for the direct immediate and intuitive vision of Reality and also includes the means which lead to this realization. In the light of the above statements, choose the most appropriate answer from the options given below:
Given below are two statements, one is labelled as Assertion A and the other is labelled Reason R Assertion A: In group discussions, some participants enter the fray with big chips on their shoulders Reason R: These are antagonistic people who are calm and listed In the light of the above statements, choose the most appropriate answer from the options given below
Given below are two statements: One is labelled as Assertion A and the other is labelled as Reason R. Assertion A : ITR - 1 can be used by an individual whose total income does not exceed Rs. 1 Crore. Reason R : ITR - 1 cannot be used by an individual who is a director in a company. In the light of the above statements, choose the most appropriate answer from the options given below: