Result of Applying Noisy Harmonic Grammar to 4SpreadsheetForTableau6ClippingNOTEnforced.xlsx

12-15-2021, 5:57 p.m.

OTSoft 2.6, release date 4/11/2021

1. Weights Found

4.954        Prefer Majority
4.000        Prefer Minority
0.000        MajorityHelper

2. Matchup to Input Frequencies


   /Input1/   Input Fr. Gen Fr.  Input #     Gen. #
   Majority     0.500   0.750                749865
   Minority     0.500   0.250                250135

   /Input2/   Input Fr. Gen Fr.  Input #     Gen. #
   Majority     0.500   0.709                709445
   Minority     0.500   0.291                290555

/Input1/: 
                  Prefer Majority (4.954)|Prefer Minority (4)|MajorityHelper (0)
>Majority (0.750)                        |        1          |                  
 Minority (0.250)           1            |                   |                  


/Input2/: 
                  Prefer Majority (4.954)|Prefer Minority (4)|MajorityHelper (0)
>Majority (0.709)                        |        1          |                  
 Minority (0.291)           1            |                   |        1         


3. Testing the Grammar:  Details

The grammar was tested for 1000000 cycles.

Average error per candidate:  5.315 percent

Log likelihood of the data: -3.253

Learning time:  0.000 minutes



4. Parameter Values Used



   Noise was set to have a standard deviation of 1.

   Negative weights were permitted.
   The number of times that a negative weight was recorded during learning and testing was 1000863 out of 6000000 chances.

   The number of ties between winner and rival was 0 out of 4000000 chances.
   Ties were resolved by dropping the trial in question.

   Noise was applied to constraints, hence the same for all candidates.

   Noise was applied before weights multiplied by violations.

   Initial Weights (final weights shown in parentheses)

4.954        4.954   4.954 (4.954)   Prefer Majority
4.000        4.000   4.000 (4.000)   Prefer Minority
0.000        0.000   0.000 (0.000)   MajorityHelper

   Schedule for Plasticity

      Stage   Trials   PlastMark  PlastFaith 
     1        0          0.001      0.001      
     2        0          0.000      0.000      
     3        0          0.000      0.000      
     4        0          0.000      0.000      

      There were a total of 0 learning trials.
