Comparison of related works.
| Related work | Method | |||
|---|---|---|---|---|
| Feature selection | Streaming feature selection | Feature grouping | Streaming feature grouping and selection | |
| Grafting [38] | √ | √ | ||
| Alpha investing [40] | √ | √ | ||
| PGVNS [22] | √ | √ | ||
| FCBF [3] | √ | √ | ||
| OSFS and Fast-OSFS [39] | √ | √ | ||
| SAOLA [44] | √ | √ | ||
| OS-NRRSAR-SA [41] | √ | √ | ||
| DIA-RED [45] | √ | |||
| Gangurde [24] and Gangurde and Metre [25] | √ | √ | ||
| group-SAOLA [49] | √ | √ | ||
| OGFS [50,51] | √ | √ | ||
| Related work | Method | |||
|---|---|---|---|---|
| Feature selection | Streaming feature selection | Feature grouping | Streaming feature grouping and selection | |
| Grafting [ | √ | √ | ||
| Alpha investing [ | √ | √ | ||
| PGVNS [ | √ | √ | ||
| FCBF [ | √ | √ | ||
| OSFS and Fast-OSFS [ | √ | √ | ||
| SAOLA [ | √ | √ | ||
| OS-NRRSAR-SA [ | √ | √ | ||
| DIA-RED [ | √ | |||
| Gangurde [ | √ | √ | ||
| group-SAOLA [ | √ | √ | ||
| OGFS [ | √ | √ | ||
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