Development of Self-Compressing BLSOM for Comprehensive Analysis of Big Sequence Data

Table 2

Computational time and occurrence level of pure lattice points in different compression rate of SC-BLSOM.

	SC-BLSOM	SC-BLSOM	SC-BLSOM; defined lower limit
Compression rate (1)	2	4	2
Computational time (min)	138	21	176
Occurrence level (%) (2)	96.0	94.1	96.6

1: compression rate was defined by the number of input data pieces mapped on a weight vector.
2: occurrence level is the percentage of the lattice points on which only a single phylum was classified on the obtained map. Calculated using the formula: 100 (number of lattice points on which there is only a single phylum)/(number of total lattice points).