From: The ubiquitous self-organizing map for non-stationary data streams
\(T\) | \(\beta\) | Mean \(E{^{\prime }}(t)\) | Mean \(\lambda (t)\) | Convergence t |
---|---|---|---|---|
500 | 0.5 | 5.6533e\(-\)03 | 9.9748e\(-\)01 | 6093 |
0.6 | 5.3362e\(-\)03 | 9.9665e\(-\)01 | 6939 | |
0.7 | 5.0489e\(-\)03 | 9.9483e\(-\)01 | 6913 | |
0.8 | 5.2061e\(-\)03 | 9.9247e\(-\)01 | 6896 | |
0.9 | 4.9515e\(-\)03 | 9.8354e\(-\)01 | 6934 | |
1.0 | 4.6026e\(-\)03 | 8.9388e\(-\)01 | 6905 | |
1000 | 0.5 | 5.2879e\(-\)03 | 9.9811e\(-\)01 | 7163 |
0.6 | 5.0090e\(-\)03 | 9.9766e\(-\)01 | 7161 | |
0.7 | 5.1416e\(-\)03 | 9.9697e\(-\)01 | 7164 | |
0.8 | 5.0338e\(-\)03 | 9.9457e\(-\)01 | 7178 | |
0.9 | 4.8834e\(-\)03 | 9.8795e\(-\)01 | 7186 | |
1.0 | 4.5776e\(-\)03 | 9.3157e\(-\)01 | 7201 | |
1500 | 0.5 | 5.2028e\(-\)03 | 9.9854e\(-\)01 | 9457 |
0.6 | 5.1877e\(-\)03 | 9.9828e\(-\)01 | 9466 | |
0.7 | 5.0920e\(-\)03 | 9.9719e\(-\)01 | 9471 | |
0.8 | 5.0337e\(-\)03 | 9.9470e\(-\)01 | 9487 | |
0.9 | 4.8891e\(-\)03 | 9.8845e\(-\)01 | 9496 | |
1.0 | 4.6342e\(-\)03 | 9.3501e\(-\)01 | 9495 | |
2000 | 0.5 | 5.2332e\(-\)03 | 9.9885e\(-\)01 | 9794 |
0.6 | 5.2783e\(-\)03 | 9.9822e\(-\)01 | 9794 | |
0.7 | 5.3479e\(-\)03 | 9.9714e\(-\)01 | 9794 | |
0.8 | 5.1034e\(-\)03 | 9.9575e\(-\)01 | 9794 | |
0.9 | 4.9776e\(-\)03 | 9.8838e\(-\)01 | 9794 | |
1.0 | 4.6787e\(-\)03 | 9.0427e\(-\)01 | 9794 | |
2500 | 0.5 | 5.2758e\(-\)03 | 9.9870e\(-\)01 | 10,176 |
0.6 | 5.2640e\(-\)03 | 9.9811e\(-\)01 | 10,176 | |
0.7 | 5.2271e\(-\)03 | 9.9810e\(-\)01 | 10,176 | |
0.8 | 5.1438e\(-\)03 | 9.9707e\(-\)01 | 10,176 | |
0.9 | 5.1787e\(-\)03 | 9.9203e\(-\)01 | 10,176 | |
1.0 | 4.9083e\(-\)03 | 9.5121e\(-\)01 | 10,176 | |
3000 | 0.5 | 5.6079e\(-\)03 | 9.9816e\(-\)01 | 10,725 |
0.6 | 5.4242e\(-\)03 | 9.9846e\(-\)01 | 11,830 | |
0.7 | 5.1422e\(-\)03 | 9.9844e\(-\)01 | 12,017 | |
0.8 | 5.2570e\(-\)03 | 9.9645e\(-\)01 | 10,725 | |
0.9 | 5.2056e\(-\)03 | 9.9229e\(-\)01 | 10,725 | |
1.0 | 4.9657e\(-\)03 | 9.5392e\(-\)01 | 10,725 |