Data mining questions | Applied Sciences homework help

  

QUESTION 1

Suppose that you are occupied as a axioms mining consultant control an Internet quest engine guild. Describe how axioms mining can succor the guild by giving particular ins of how techniques, such as clustering, order, society government mining, and informality conflict can be applied.

QUESTION 2

Identify at lowest couple advantages and couple disadvantages of using distortion to visually indicate instruction.

QUESTION 3

Weigh a collocation of documents that has been chosen from a plenteous larger fixed of various documents so that the chosen documents are as inferior from single another as potential. If we weigh documents that are referable very-fur akin (connected, common) to single another as life unusual, then full of the documents that we enjoy chosen coercionce be classified as anomalies. Is it potential control a axioms fixed to be solely of unusual objects or is this an affront of the terminology?

Question 4

Weigh a collocation of documents that has been chosen from a plenteous larger fixed of various documents so that the chosen documents are as inferior from single another as potential. If we weigh documents that are referable very-fur akin (connected, common) to single another as life unusual, then full of the documents that we enjoy chosen coercionce be classified as anomalies. Is it potential control a axioms fixed to be solely of unusual objects or is this an affront of the terminology?

(a) Is there a destruction betwixt the couple fixeds of points? Please expound. 

(b) If so, which fixed of points earn typically enjoy a smaller SSE control K=10 clusters? 

(c) What earn be the deportment of DBSCAN on the symmetrical axioms fixed? 

Question 5

Give an in of a axioms fixed life of three eventual clusters, control which (almost frequently) K-means would slight confront the improve clusters, yet bisecting K-means would referable.

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