7.00.02 - Output - Aster Analytics

Teradata Aster® Analytics Foundation User GuideUpdate 2

Product
Aster Analytics
Release Number
7.00.02
Release Date
September 2017
Content Type
Programming Reference
User Guide
Publication ID
B700-1022-700K
Language
English (United States)

The output table shows the dimensions and id of each sample, and the probability that it belongs to each of the three clusters.

GMMPredict Example Output Table (Columns 1-4)
id sepal_length sepal_width petal_length
5 5 3.59999990463257 1.39999997615814
5 5 3.59999990463257 1.39999997615814
5 5 3.59999990463257 1.39999997615814
10 4.90000009536743 3.09999990463257 1.5
10 4.90000009536743 3.09999990463257 1.5
10 4.90000009536743 3.09999990463257 1.5
15 5.80000019073486 4 1.20000004768372
15 5.80000019073486 4 1.20000004768372
15 5.80000019073486 4 1.20000004768372
20 5.09999990463257 3.79999995231628 1.5
20 5.09999990463257 3.79999995231628 1.5
20 5.09999990463257 3.79999995231628 1.5
25 4.80000019073486 3.40000009536743 1.89999997615814
25 4.80000019073486 3.40000009536743 1.89999997615814
25 4.80000019073486 3.40000009536743 1.89999997615814
... ... ... ...
GMMPredict Example Output Table (Columns 5-8)
petal_width cluster_rank cluster_id prob
0.200000002980232 1 0 0.999999996516264
0.200000002980232 2 2 3.48373546251981e-09
0.200000002980232 3 0 0
0.100000001490116 1 1 0.999999999978146
0.100000001490116 2 2 2.18542496451431e-11
0.100000001490116 3 0 0
0.200000002980232 1 1 0.999999998968956
0.200000002980232 2 2 1.03104372199014e-09
0.200000002980232 3 0 0
0.300000011920929 1 1 0.999999999970437
0.300000011920929 2 2 2.9562773726376e-11
0.300000011920929 3 0 0
0.200000002980232 1 1 0.999999998740311
0.200000002980232 2 2 1.25968923928218e-09
0.200000002980232 3 0 0
... ... ... ...