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 |
| ... |
... |
... |
... |