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Table 2 Mahout algorithms and their execution times

From: A big data methodology for categorising technical support requests using Hadoop and Mahout

Algorithm

Mahout command

Fixed clusters

Partial membership

Execution Time (ms)

K-means

kmeans

Y

N

61096

Canopy

canopy

Y

N

121178

K-means

kmeans

Fuzzy k-means

fkmeans

Y

Y

644471

Dirichlet

dirichlet

N

Y

15011080

LDA

lda

Y

Y

3373535