What Is UNTRUE of Hidden Layers of Neurons in a Neural

question 13

Multiple Choice

What is UNTRUE of hidden layers of neurons in a neural network model?

• A) Depending on the software used, there may be more than one hidden layer.
• B) It is possible to design a neural network with direct connections from the input to the output layer, skipping the hidden layer.
• C) The more neurons in hidden layers, the better the resulting model fit.
• D) Activation rules govern the firing of neurons.

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Definitions:

Standard Deviation

A measure of the amount of variation or dispersion of a set of values, indicating how spread out the values are from the mean.

Daily Temperatures

Data points representing the temperature measurements taken each day over a given period.

Significance Level

The probability of rejecting the null hypothesis in a statistical test when it is actually true.

Sample Variance

The measure of dispersion within a sample data set, indicating how much the sample points deviate from the sample mean.