Table 2 iLoF classification performance results for the 4-classes identification problem. *Corresponds to the n different combinations for particles ID between training and test sets. Avg - average. SD - standard deviation.
From: iLoF: An intelligent Lab on Fiber Approach for Human Cancer Single-Cell Type Identification
iLoF Classification Performance | |||
|---|---|---|---|
Nr. of Evaluation Runs (n)* | Train | Test | |
29,250 | F-Measure (Avg. ± SD) | Accuracy (Avg. ± SD) | F-Measure (Avg. ± SD) |
0.93 ± 0.01 | 0.93 ± 0.05 | 0.85 ± 0.13 | |
