Calculate distance among genes separately and compare

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Reference no: EM132083579

Question :

Nike company have a test contains missing values. The entries in the matrix are the expression values of genes(rows) under different conditions(columns).

Please use KNN impute algorithm (k=2) to fill the missing values (M1,M2,M3).

Please use Euclidean distance and Manhattan distance to calculate distance among genes separately and compare the result.

	S1	S2	S3	S4	S5	S6
G1	1.0	0.7	0.3	M1	3.0	1.5
G2	1.2	1.0	1.2	M2	4.0	3.0
G3	3.4	2.2	2.0	1.2	2.0	1.5
G4	2.2	M3	5.0	2.0	5.0	0.8
G5	0.9	2.5	3.0	0.5	1.0	1.0
G6	1.0	0.5	0.4	0.4	2.9	1.8

PLEASE EXPLAIN STEP BY STEP.

Reference no: EM132083579

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