The input, test_loan_prediction, is a test loan sequence, which HMMEvaluator uses to predict whether this loan is more likely to be paid in full or to default. The input table does not include observations of 7 (default) or 8 (paid). The sequence of observations in this table is the same for evaluation of both models (that is, model_id = 1 and model_id = 2).
model_id | seq_id | seq_vertex_id | observed_id |
---|---|---|---|
1 | 17 | 0 | 1 |
1 | 17 | 1 | 1 |
1 | 17 | 2 | 1 |
1 | 17 | 3 | 1 |
1 | 17 | 4 | 1 |
1 | 17 | 5 | 1 |
1 | 17 | 6 | 1 |
1 | 17 | 7 | 2 |
1 | 17 | 8 | 1 |
1 | 17 | 9 | 1 |
1 | 17 | 10 | 1 |
1 | 17 | 11 | 1 |
1 | 17 | 12 | 1 |
1 | 17 | 13 | 1 |
1 | 17 | 14 | 3 |
1 | 17 | 15 | 4 |
1 | 17 | 16 | 5 |
1 | 17 | 17 | 6 |
1 | 17 | 18 | 6 |
1 | 17 | 19 | 6 |
1 | 17 | 20 | 6 |
1 | 17 | 21 | 6 |
1 | 17 | 22 | 6 |
1 | 17 | 23 | 6 |
1 | 17 | 24 | 6 |
1 | 17 | 25 | 6 |
2 | 17 | 0 | 1 |
2 | 17 | 1 | 1 |
2 | 17 | 2 | 1 |
2 | 17 | 3 | 1 |
2 | 17 | 4 | 1 |
2 | 17 | 5 | 1 |
2 | 17 | 6 | 1 |
2 | 17 | 7 | 2 |
2 | 17 | 8 | 1 |
2 | 17 | 9 | 1 |
2 | 17 | 10 | 1 |
2 | 17 | 11 | 1 |
2 | 17 | 12 | 1 |
2 | 17 | 13 | 1 |
2 | 17 | 14 | 3 |
2 | 17 | 15 | 4 |
2 | 17 | 16 | 5 |
2 | 17 | 17 | 6 |
2 | 17 | 18 | 6 |
2 | 17 | 19 | 6 |
2 | 17 | 20 | 6 |
2 | 17 | 21 | 6 |
2 | 17 | 22 | 6 |
2 | 17 | 23 | 6 |
2 | 17 | 24 | 6 |
2 | 17 | 25 | 6 |