mobeets / nullSpaceControl

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correlation between errors and learning #96

Closed mobeets closed 8 years ago

mobeets commented 8 years ago

this should be better now that i have real behavior

mobeets commented 8 years ago

this is the correlation (all dates) between mean errors and cov errors, for the cloud-hab hypothesis screen shot 2016-03-28 at 3 07 08 pm screen shot 2016-03-28 at 3 07 00 pm screen shot 2016-03-28 at 3 06 48 pm

mobeets commented 8 years ago

using cursor progress:

screen shot 2016-03-28 at 4 01 47 pm screen shot 2016-03-28 at 4 02 00 pm screen shot 2016-03-28 at 4 01 31 pm screen shot 2016-03-28 at 4 01 11 pm screen shot 2016-03-28 at 4 01 24 pm

mobeets commented 8 years ago

and now for cursor_progress:

screen shot 2016-03-28 at 4 06 33 pm screen shot 2016-03-28 at 4 05 40 pm screen shot 2016-03-28 at 4 06 21 pm screen shot 2016-03-28 at 4 05 08 pm screen shot 2016-03-28 at 4 06 42 pm screen shot 2016-03-28 at 4 05 29 pm screen shot 2016-03-28 at 4 06 01 pm

mobeets commented 8 years ago

sorted within a day by the error by condition

screen shot 2016-03-28 at 4 15 08 pm

positive trend means: the more learning (more negative), the less error! where "learning" is measured either by the improvement from beginning of perturbation (Lbest), or the performance hit compared to the mean of intuitive (Lmax)

and the two clumps? that's the two monkeys

mobeets commented 8 years ago

and now for the two cov errors screen shot 2016-03-28 at 4 20 25 pm screen shot 2016-03-28 at 4 19 45 pm

mobeets commented 8 years ago

(axes flipped so that more positive always means more learning)

screen shot 2016-03-29 at 10 38 43 am

rsq =

    0.5075    6.1823    0.0474    0.5056
    0.0312    0.1934    0.6755    1.0650
    0.0595    0.3796    0.5605    0.0838
    0.1102    0.7428    0.4219    0.6043
    0.5782    8.2258    0.0285    0.0796

where 1st col = rsq, 3rd col = p-val of F-test

and the trends are the same for habitual and cloud-hab

mobeets commented 8 years ago

from what i can see, 20120601 always appears to be somewhat of a renegade. it's always moving in the opposite direction of the other dates. this was true both for progress and for trial_index. though trial_index in general shows stronger trends, whatever the direction.

mobeets commented 8 years ago

here's cov orient error, trial_index, for cloud-hab screen shot 2016-03-29 at 10 40 29 am