Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:application |
gptkb:machine_learning
big data statistics database systems |
| gptkbp:complexity |
O(k) space
O(n) time |
| gptkbp:field |
computer science
|
| gptkbp:firstDescribed |
1985
|
| https://www.w3.org/2000/01/rdf-schema#label |
reservoir sampling
|
| gptkbp:input |
data stream
|
| gptkbp:inventedBy |
gptkb:Jeffrey_Scott_Vitter
|
| gptkbp:output |
random sample
|
| gptkbp:property |
each item has equal probability of being selected
|
| gptkbp:sample_size |
k
|
| gptkbp:usedFor |
random sampling
streaming data |
| gptkbp:variant |
gptkb:Algorithm_X
Algorithm L Algorithm R |
| gptkbp:bfsParent |
gptkb:Floyd's_algorithm_(random_selection)
|
| gptkbp:bfsLayer |
6
|