TABLE 4.
Summary of the AMP data against the Gram-negative bacteria E. coli and data partition for predictive modeling
Name | Description | No. of entries |
---|---|---|
EC of all subtypes | Downloaded from DBAASP (41) (as of August 2021) | 7,861 |
Whole | After removing incomplete and duplicate entries | 3,929 |
Test | Randomly select 10% from the whole set | 393 |
Validation | Randomly select 10% from the whole set after removing test | 354 |
Train | Data not included in test and validation | 3,536 |