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Old 04-15-2018, 12:19 PM
erakis17 erakis17 is offline
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Join Date: Jul 2007
Posts: 39
erakis17 is on the road to greatness
Default Gameplay post-mortem

I decided to write a boggle solver to analyze my gameplay (5x5). Don't worry! It only works by parsing the post-game page, which I save to html. Cheating isn't the slightest bit tempting, and I'm not playing for trophies anyway.

I've previously generated wordlists in order of frequency, for my haphazard study. That assumed typical boggle dice letter frequency, which seems to be approximately true for this game, but I'll be able to check it now.

Some interesting early findings: I don't actually get palindromes as automatically as I thought I did. For example, I got SEER 74% of the time, and REES only 46%, though I have them in my mind as palindromes! On the other hand, I seem to have SESE/ESES and SATI/ITAS down fine.

Words I technically know, but never apparently use:
TAIS, TRES, ERST, UTES, etc.

Others that I didn't actually know, though I'm sure I tried learning them at some point:
REOS, ONIE, ONST, etc.

There are all sorts of study possibilities. Obviously, start looking for those high-frequency words I never get. But a lot of those occur in extremely rich boards anyway, where I have my fingers full just typing. More interesting might be looking for relatively common words among low-scoring boards.

Once I'm more sure of letter frequencies, I'll Monte Carlo a gazillion boards and start building word trees to study. My words list is just SOWPODS, so it doesn't find the very long words. I suppose I could randomly pick one of the long-word lists. But without knowing exactly how wordtwist salts the board with long words, my Monte Carlo will be deficient in them anyway.

There are implications in this: e.g. as many of you probably know, you do well to study even shorter words that show up as pieces of long words,
RATIO
LATI
ZATI
HABLE
and the like. So probably I'll pick a long-word list and make up a separate algorithm to Monte Carlo boards contingent on having a long word.

Anyway, I have a lot of possibilities here, so if there are ideas for generating study lists people have, feel free to comment!

[I play every board, so these boards should be representative for someone who plays that way]
Out of ~330 games analyzed, here are the most frequent words. Format is:
[CODE]
Word .. appearances ..% of times I found the word

TIES ... 56 ... 53.6%
ESNE ... 53 ... 54.7%
NEST ... 52 ... 63.5%
SITE ... 51 ... 74.5%
STIE ... 51 ... 56.9%
SEER ... 50 ... 74.0%
REES ... 50 ... 46.0%
SESE ... 49 ... 75.5%
ESES ... 49 ... 73.5%
SATI ... 49 ... 53.1%
ITAS ... 49 ... 53.1%
SENS ... 49 ... 73.5%
SEEN ... 48 ... 58.3%
SETA ... 48 ... 64.6%
ATES ... 48 ... 39.6%
NESS ... 47 ... 74.5%
ERES ... 47 ... 29.8%
SERE ... 47 ... 80.9%
SIRE ... 46 ... 63.0%
SETS ... 45 ... 40.0%
TAIN ... 45 ... 68.9%
SEAT ... 45 ... 46.7%
TAES ... 45 ... 46.7%
REIS ... 44 ... 25.0%
NITE ... 44 ... 59.1%
SERS ... 44 ... 40.9%
EAST ... 44 ... 70.5%
SIEN ... 43 ... 30.2%
TAIS ... 43 ... 0.0%
TEAS ... 43 ... 48.8%
SESS ... 43 ... 46.5%
RETE ... 43 ... 65.1%
TEER ... 42 ... 64.3%
IONS ... 42 ... 33.3%
TRES ... 42 ... 0.0%
TIER ... 42 ... 50.0%
TREE ... 41 ... 78.0%
ERNS ... 41 ... 58.5%
SIES ... 41 ... 46.3%
SEIS ... 41 ... 56.1%
SATE ... 41 ... 70.7%
ETAS ... 41 ... 58.5%
SENA ... 41 ... 70.7%
ANES ... 41 ... 51.2%
RENS ... 41 ... 31.7%
RISE ... 40 ... 60.0%
SENE ... 40 ... 87.5%
ENES ... 40 ... 80.0%
REST ... 40 ... 55.0%
EATS ... 40 ... 52.5%
STEN ... 40 ... 57.5%
NETS ... 40 ... 67.5%
RETS ... 39 ... 41.0%
SEIR ... 39 ... 53.8%
ESSE ... 39 ... 84.6%
SEES ... 39 ... 66.7%
SNEE ... 39 ... 61.5%
ETEN ... 39 ... 53.8%
NETE ... 39 ... 59.0%
TENS ... 39 ... 69.2%
REOS ... 39 ... 0.0%
IRES ... 38 ... 50.0%
SENT ... 38 ... 76.3%
SANE ... 38 ... 71.1%
EASE ... 38 ... 60.5%
ERST ... 38 ... 0.0%
NOSE ... 38 ... 71.1%
REEN ... 38 ... 52.6%
SEAN ... 38 ... 76.3%
RAIS ... 37 ... 29.7%
SITS ... 37 ... 56.8%
TANE ... 37 ... 64.9%
ONES ... 37 ... 32.4%
TEES ... 37 ... 43.2%
SNOT ... 36 ... 63.9%
TONS ... 36 ... 66.7%
NIES ... 36 ... 41.7%
TOES ... 36 ... 38.9%
SEAS ... 36 ... 44.4%
SUET ... 36 ... 47.2%
NOTA ... 36 ... 44.4%
TONE ... 36 ... 83.3%
NITS ... 36 ... 50.0%
AITS ... 36 ... 36.1%
REIN ... 35 ... 54.3%
RITE ... 35 ... 68.6%
EANS ... 35 ... 42.9%
ONIE ... 34 ... 0.0%
ORES ... 34 ... 35.3%
TOSE ... 34 ... 38.2%
AINS ... 34 ... 64.7%
NATS ... 34 ... 38.2%
IOTA ... 34 ... 5.9%
TINE ... 34 ... 79.4%
NOES ... 34 ... 55.9%
ESTS ... 33 ... 51.5%
SNIT ... 33 ... 51.5%
NEAT ... 33 ... 39.4%
TINS ... 33 ... 54.5%
ANTS ... 33 ... 60.6%
TIRE ... 33 ... 84.8%
AINE ... 33 ... 36.4%
ARSE ... 32 ... 71.9%
SAIN ... 32 ... 56.2%
ONST ... 32 ... 0.0%
UTES ... 32 ... 0.0%
TEST ... 32 ... 50.0%
TETS ... 32 ... 75.0%
STET ... 32 ... 75.0%
EINA ... 32 ... 6.2%
SENSE ... 32 ... 75.0%
ESNES ... 32 ... 71.9%
USES ... 32 ... 43.8%
USER ... 32 ... 40.6%
TANS ... 32 ... 43.8%
EONS ... 32 ... 28.1%
TRIE ... 31 ... 64.5%
SANS ... 31 ... 35.5%
SUIT ... 31 ... 41.9%
ANTI ... 31 ... 48.4%
RAIT ... 31 ... 74.2%
TIAR ... 31 ... 71.0%
ISNA ... 31 ... 0.0%
RATO ... 31 ... 32.3%
SONE ... 31 ... 64.5%
RUES ... 31 ... 61.3%
ANIS ... 30 ... 53.3%
OUST ... 30 ... 73.3%
NOTE ... 30 ... 70.0%
SIST ... 30 ... 50.0%
SUES ... 30 ... 33.3%
TAOS ... 30 ... 23.3%
RASE ... 29 ... 62.1%
TORE ... 29 ... 69.0%
SEIL ... 29 ... 72.4%
OSES ... 29 ... 41.4%
LIES ... 29 ... 69.0%
SINS ... 29 ... 75.9%
CATE ... 29 ... 82.8%
ESSES ... 29 ... 96.6%
EARS ... 29 ... 62.1%
ONER ... 29 ... 37.9%
ERNE ... 29 ... 55.2%
REAN ... 29 ... 62.1%
RAIN ... 28 ... 60.7%
RANI ... 28 ... 57.1%
RENT ... 28 ... 71.4%
URES ... 28 ... 21.4%
SILE ... 28 ... 89.3%
SANT ... 28 ... 64.3% [/CODE]

Last edited by erakis17 : 04-19-2018 at 07:51 AM.
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