Hi,

I've been busy writing some code to extract feature from position to feed the MM tool from Rémi.
As I was reading the paper one more time I stopped on that sentence :

"Each value that these features can take is considered as a separate “individual”, and is associated to one strength parameter i. Since values within one feature are mutually exclusive, they were all updated together within one iteration of the minorization-maximization algorithm".

For some reason I was feeding the MM tool differently, i.e. I have one feature per spatial pattern or game feature i.e. I don't have one feature for distance to border, I have 4 features for that (one feature for each distance). Also Rémi said he was using like 16k shapes, this would give me 16k features the way I doing atm and the MM tool would take days to output any results.

To make it short, how to you feed the MM tool (I've joined the beginning of my input file).

Additional question : I have millions of lines in that file since we have 1 mm game per real game move, each mm game has like 360 teams fighting on an empty board. Is that ok ?

HJ.



! 419
419
1 f.0.none
1 f.1.cfg_distance_1
1 f.2.cfg_distance_2
1 f.3.cfg_distance_3
1 f.4.ft_mc_owner_0
1 f.5.ft_mc_owner_1
1 f.6.ft_mc_owner_2
1 f.7.ft_mc_owner_3
1 f.8.ft_mc_owner_4
1 f.9.ft_mc_owner_5
1 f.10.ft_mc_owner_6
1 f.11.ft_mc_owner_7
1 f.12.ft_reduce_to_1_lib
1 f.13.ft_reduce_to_2_lib
1 f.14.ft_reduce_to_3_lib
1 f.15.ft_atari_1_stone
1 f.16.ft_atari_2_stones
1 f.17.ft_atari_3_stones
1 f.18.ft_capture_1_stone
1 f.19.ft_capture_2_stones
1 f.20.ft_capture_3_stones
1 f.21.save_1_stone
1 f.22.save_2_stones
1 f.23.save_3_stones
1 f.24
1 f.25
1 f.26
1 f.27
1 f.28
1 f.29
1 f.30.border_distance_0
1 f.31.border_distance_1
1 f.32.border_distance_2
1 f.33.border_distance_3
1 f.34.selfatari
1 f.35.bad_selfatari
1 f.36.own_eye
1 sp.37.0
1 sp.38.1
1 sp.39.2
1 sp.40.3
1 sp.41.4
1 sp.42.5
1 sp.43.6
1 sp.44.7
1 sp.45.8
1 sp.46.9
1 sp.47.10
1 sp.48.11
1 sp.49.12
1 sp.50.13
1 sp.51.14
1 sp.52.15
1 sp.53.16
1 sp.54.17
1 sp.55.18
1 sp.56.19
1 sp.57.20
1 sp.58.21
1 sp.59.22
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