From: Learning in the presence of concept recurrence in data stream clustering
Dataset | Learning strategy | Model storage |
---|---|---|
KDD | Fixed window | 66,240 elements (234Â kb) |
KDD | Explicit drift | 48,300 elements (386Â kb) |
Activity | Fixed window | 66,240 elements (234Â kb) |
Activity | Explicit drift | 10,780 elements (86Â kb) |
Synthetic | Fixed window | 3150 elements (25.2Â kb) |
Synthetic | Explicit drift | 35,280 elements (282Â kb) |
Weather | Fixed window | 17,468 elements (139Â kb) |
Weather | Explicit drift | 594 elements (4Â kb) |
Stock data | Fixed window | 999 elements (8Â kb) |
Stock data | Explicit drift | 117 elements (< 1 kb) |