Data Mining and Business Intelligence MCQs with answers Page - 22

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Q. RBF hidden layer units have a receptive field which has a________; that is, a particular input value at which they have a maximal output.

  • (A) Top
  • (B) Bottom
  • (C) Centre
  • (D) Border

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Q. Training may be used when a clear link between input data sets and target output values does not exist.

  • (A) Competitive
  • (B) Perception
  • (C) Supervise
  • (D) D Unsupervised

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Q. Employs the supervised mode of learning.

  • (A) RBF
  • (B) MLP
  • (C) MLP & RBF
  • (D) ANN

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Q. Design involves deciding on their centers and the sharpness of their Gaussians.

  • (A) DR
  • (B) AND
  • (C) XOR
  • (D) RBF

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Q. is the most widely applied neural network technique.

  • (A) ABC
  • (B) PLM
  • (C) LMP
  • (D) MLP

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Q. SOM is an acronym of .

  • (A) Self-organizing map
  • (B) Self-origin map
  • (C) Single organizing map
  • (D) Simple origin map

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Q. Is one of the most popular models in the unsupervised framework?

  • (A) SOM
  • (B) SAM
  • (C) OSM
  • (D) MSO

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Q. The actual amount of reduction at each learning step may be guided by_________.

  • (A) learning cost
  • (B) learning level
  • (C) learning rate
  • (D) learning time

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Q. The SOM was a neural network model developed by__________.

  • (A) Simon King
  • (B) Teuvokohonen
  • (C) Tomoki Toda
  • (D) Julia

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Q. SOM was developed during .

  • (A) 1970-80
  • (B) 1980-90
  • (C) 1990 -60
  • (D) 1979 -82

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