Which of the Following Statements A), B) or C) Is

question 2

Multiple Choice

Which of the following statements a) , b) or c) is false?

• A) Assuming the IMDb training set samples, training set labels, testing set samples and testing set labels are stored in X_train, y_train, X_test, and y_test, respectively, the following code snippets check their dimensions:
• [4]: X_train.shape
• [4]: (25000,)
• [5]: y_train.shape
• [5]: (25000,)
• [6]: X_test.shape
• [6]: (25000,)
• [7]: y_test.shape
• [7]: (25000,)
• B) The arrays y_train and X_test are one-dimensional arrays containing 1s and 0s, indicating whether each review is positive or negative.
• C) Based on the outputs from the snippets in Part (a), X_train and X_test appear to be one-dimensional. However, their elements actually are lists of integers, each representing one review's contents, as shown in the code below:
• [8]: %pprint
• [8]: Pretty printing has been turned OFF
• [9]: X_train[123]
• [9]: [1, 307, 5, 1301, 20, 1026, 2511, 87, 2775, 52, 116, 5, 31, 7, 4, 91, 1220, 102, 13, 28, 110, 11, 6, 137, 13, 115, 219, 141, 35, 221, 956, 54, 13, 16, 11, 2714, 61, 322, 423, 12, 38, 76, 59, 1803, 72, 8, 2, 23, 5, 967, 12, 38, 85, 62, 358, 99]
• D) All of the above statements are true:

Differentiate between assimilation and accommodation in cognitive development.

Recognize different models and theories of cognitive development beyond Piaget, including information processing and Erikson’s psychosocial theory.

Understand the cognitive perspective and its emphasis on mental processes.

Comprehend the principles and applications of conditioning and reinforcement in learning.

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Definitions:

Theoretically Diverse

Characterized by or involving a variety of different theories, methods, or ideas in a particular field or discipline.

Kinesthetic System

The sensory system that contributes to the sense of the position and movement of parts of the body, primarily through receptors in the muscles and joints.

Positions

The locations or stances taken by individuals or groups in relation to their surroundings, opinions, or specific issues.

Internal Temperature

The temperature within the body, which is meticulously regulated to maintain homeostasis and support physiological processes.