Hi Ming,
If you look at the printed output of kneaddata or the log file, you can see some output containing the original read count, and the read count after merging from multiple databases. For the demo, the initial read count was 1075, and at the end there were 1065 reads. This can tell you how many reads were removed.
Best,
Andy