Mathematical Problems in Engineering / 2018 / Article / Tab 5

Research Article

A -Deviation Density Based Clustering Algorithm

Table 5

The corresponding results of clustering evaluation with MNIST dataset.

AlphaHomogeneityCompleteness-measureARIFMINMI

1031.150.7200.3740.4920.0960.1730.519
1.170.7000.3970.5060.1470.220.527
1.20.6080.450.5170.2610.3370.523

1241.150.7190.3750.4930.0870.1650.519
1.170.6980.4050.5130.1530.2280.532
1.20.6490.4760.5490.2940.3660.556

1541.150.5820.4690.5190.2810.3760.522
1.170.5610.5320.5460.3230.4270.546
1.20.2880.4710.3580.0940.3170.368