Distinctness confusion reading doesn't make sense
chetan51 opened this issue · comments
Investigate this result:
Setting up a new experiment...
Done setting up experiment.
Training (worlds: 2, elements: 12)...
Fed 10 / 578 elements of the sequence in 0.41 seconds.
Fed 20 / 578 elements of the sequence in 0.38 seconds.
Fed 30 / 578 elements of the sequence in 0.41 seconds.
Fed 40 / 578 elements of the sequence in 0.38 seconds.
Fed 50 / 578 elements of the sequence in 0.40 seconds.
Fed 60 / 578 elements of the sequence in 0.38 seconds.
Fed 70 / 578 elements of the sequence in 0.40 seconds.
Fed 80 / 578 elements of the sequence in 0.41 seconds.
Fed 90 / 578 elements of the sequence in 0.38 seconds.
Fed 100 / 578 elements of the sequence in 0.41 seconds.
Fed 110 / 578 elements of the sequence in 0.42 seconds.
Fed 120 / 578 elements of the sequence in 0.44 seconds.
Fed 130 / 578 elements of the sequence in 0.43 seconds.
Fed 140 / 578 elements of the sequence in 0.43 seconds.
Fed 150 / 578 elements of the sequence in 0.57 seconds.
Fed 160 / 578 elements of the sequence in 0.63 seconds.
Fed 170 / 578 elements of the sequence in 0.64 seconds.
Fed 180 / 578 elements of the sequence in 0.62 seconds.
Fed 190 / 578 elements of the sequence in 0.62 seconds.
Fed 200 / 578 elements of the sequence in 0.62 seconds.
Fed 210 / 578 elements of the sequence in 0.62 seconds.
Fed 220 / 578 elements of the sequence in 0.62 seconds.
Fed 230 / 578 elements of the sequence in 0.62 seconds.
Fed 240 / 578 elements of the sequence in 0.63 seconds.
Fed 250 / 578 elements of the sequence in 0.62 seconds.
Fed 260 / 578 elements of the sequence in 0.65 seconds.
Fed 270 / 578 elements of the sequence in 0.65 seconds.
Fed 280 / 578 elements of the sequence in 0.65 seconds.
Fed 290 / 578 elements of the sequence in 0.52 seconds.
Fed 300 / 578 elements of the sequence in 0.43 seconds.
Fed 310 / 578 elements of the sequence in 0.41 seconds.
Fed 320 / 578 elements of the sequence in 0.44 seconds.
Fed 330 / 578 elements of the sequence in 0.41 seconds.
Fed 340 / 578 elements of the sequence in 0.43 seconds.
Fed 350 / 578 elements of the sequence in 0.40 seconds.
Fed 360 / 578 elements of the sequence in 0.43 seconds.
Fed 370 / 578 elements of the sequence in 0.43 seconds.
Fed 380 / 578 elements of the sequence in 0.41 seconds.
Fed 390 / 578 elements of the sequence in 0.43 seconds.
Fed 400 / 578 elements of the sequence in 0.43 seconds.
Fed 410 / 578 elements of the sequence in 0.43 seconds.
Fed 420 / 578 elements of the sequence in 0.43 seconds.
Fed 430 / 578 elements of the sequence in 0.47 seconds.
Fed 440 / 578 elements of the sequence in 0.61 seconds.
Fed 450 / 578 elements of the sequence in 0.64 seconds.
Fed 460 / 578 elements of the sequence in 0.66 seconds.
Fed 470 / 578 elements of the sequence in 0.65 seconds.
Fed 480 / 578 elements of the sequence in 0.65 seconds.
Fed 490 / 578 elements of the sequence in 0.70 seconds.
Fed 500 / 578 elements of the sequence in 0.74 seconds.
Fed 510 / 578 elements of the sequence in 0.68 seconds.
Fed 520 / 578 elements of the sequence in 0.67 seconds.
Fed 530 / 578 elements of the sequence in 0.66 seconds.
Fed 540 / 578 elements of the sequence in 0.67 seconds.
Fed 550 / 578 elements of the sequence in 0.67 seconds.
Fed 560 / 578 elements of the sequence in 0.67 seconds.
Fed 570 / 578 elements of the sequence in 0.67 seconds.
Done training.
+---------------------------------------------------------------+--------+--------+----------+---------------+--------------------+
| Metric | min | max | sum | mean | standard deviation |
+---------------------------------------------------------------+--------+--------+----------+---------------+--------------------+
| [TP] # active cells | 20 | 20 | 11520 | 20.0 | 0.0 |
| [TP] stability confusion | 0 | 40 | 5747664 | 35.0117199873 | 9.52273451876 |
| [TP] distinctness confusion | 110 | 110 | 220 | 110.0 | 0.0 |
| [TP] connections per column (initial) | 1766.0 | 1934.0 | 942963.0 | 1841.72460938 | 31.2957218622 |
| [TP] connections per column (final) | 1768.0 | 2021.0 | 948707.0 | 1852.94335938 | 41.789403127 |
| [TM] # active columns | 20 | 20 | 11480 | 20.0 | 0.0 |
| [TM] # predicted => active columns (correct) | 0 | 20 | 920 | 1.60278745645 | 5.43017693067 |
| [TM] # predicted => inactive columns (extra) | 0 | 0 | 0 | 0.0 | 0.0 |
| [TM] # unpredicted => active columns (bursting) | 0 | 20 | 10560 | 18.3972125436 | 5.43017693067 |
| [TM] # predicted => active cells (correct) | 0 | 20 | 920 | 1.60278745645 | 5.43017693067 |
| [TM] # predicted => inactive cells (extra) | 0 | 0 | 0 | 0.0 | 0.0 |
| [TM] # segments | 0 | 5280 | 1912240 | 3319.86111111 | 1566.42107388 |
| [TM] # synapses | 0 | 211200 | 76489600 | 132794.444444 | 62656.8429554 |
| [TM] # predicted => active cells per column for each sequence | 1 | 1 | 387 | 1.0 | 0.0 |
| [TM] # sequences each predicted => active cells appears in | 1 | 1 | 387 | 1.0 | 0.0 |
+---------------------------------------------------------------+--------+--------+----------+---------------+--------------------+
Never mind, it's not a bug. If stability confusion is high, then distinctness confusion can be this high (by definition of distinctness confusion). Closing this issue.