Pattern Mapping MCQ

Test your knowledge with important Pattern Mapping MCQ and their applications. These MCQs are beneficial for competitive exams too. Explore 30 + more Pattern Mapping MCQs at Bissoy

• The number of units in hidden layers depends on?
  ক

  the number of inputs

  খ

  the number of outputs

  গ

  both the number of inputs and outputs

  ঘ

  the overall characteristics of the mapping problem
• How is hard learning problem solved?
  ক

  using nonlinear differentiable output function for output layers

  খ

  using nonlinear differentiable output function for hidden layers

  গ

  using nonlinear differentiable output function for output and hidden layers

  ঘ

  it cannot be solved
• The nature of mapping problem decides?
  ক

  number of units in second layer

  খ

  number of units in third layer

  গ

  overall number of units in hidden layers

  ঘ

  none of the mentioned
• Does an approximate system produce strictly an interpolated output?
  ক

  yes

  খ

  no
• To provide generalization capability to a network, what should be done?
  ক

  all units should be linear

  খ

  all units should be non – linear

  গ

  except input layer, all units in other layers should be non – linear

  ঘ

  none of the mentioned
• What is the objective of pattern mapping problem?
  ক

  to capture weights for a link

  খ

  to capture inputs

  গ

  to capture feedbacks

  ঘ

  to capture implied function
• Can mapping problem be a more general case of pattern classification problem?
  ক

  yes

  খ

  no
• What is a mapping problem?
  ক

  when no restrictions such as linear separability is placed on the set of input – output pattern pairs

  খ

  when there may be restrictions such as linear separability placed on input – output patterns

  গ

  when there are restriction but other than linear separability

  ঘ

  none of the mentioned
• Can all hard problems be handled by a multilayer feedforward neural network, with nonlinear units?
  ক

  yes

  খ

  no