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CICA 1995 May
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cica_0595_4.zip
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cica_0595_4
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UTIL
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NFGA41
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SPORTS.TXT
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1994-08-11
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2KB
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TITLE Ranking of Soccer Teams
TYPE CROSS SECTIONAL
COLUMNS 7
SERIAL 1
TARGET 2
COMMENTS Rank the 14 teams based on the first 6 Premier
COMMENTS League matches to guess the winning team of the final match.
COMMENTS The first 12 rows are training data used to teach the network
COMMENTS how to rank the team, and they are replicated from the first 2 rows
COMMENTS to generate more training samples. A rank of 1 is given if a team
COMMENTS wins 2 matches and scores 6 goals, and 0 if it loses 2 matches and
COMMENTS 7 goals. A 0.5 is given to each team as the actual ranks are unknown.
COMMENTS Use the GA model to learn the first 12 rows, and then forecast the ranks.
COMMENTS The team given a higher rank is more likely to win. Try different
COMMENTS ways to set up the training data, and validate the network with
COMMENTS past data if available.
COMMENTS
INPUTS Team Ranking Win Draw Lost Goals Scored Goals Lost
DATA
0 1.0 2 0 0 6 0
0 0.0 0 0 2 0 7
0 1.0 2 0 0 6 0
0 0.0 0 0 2 0 7
0 1.0 2 0 0 6 0
0 0.0 0 0 2 0 7
0 1.0 2 0 0 6 0
0 0.0 0 0 2 0 7
0 1.0 2 0 0 6 0
0 0.0 0 0 2 0 7
0 1.0 2 0 0 6 0
0 0.0 0 0 2 0 7
Team1 0.5 2 1 0 6 3
Team2 0.5 1 1 0 5 3
Team3 0.5 1 1 1 5 5
Team4 0.5 1 1 1 3 4
Team5 0.5 1 0 1 3 4
Team6 0.5 1 0 1 3 2
Team7 0.5 0 0 3 3 7
Team8 0.5 2 1 0 6 2
Team9 0.5 2 1 0 2 0
Team10 0.5 2 0 0 6 1
Team11 0.5 1 0 1 2 1
Team12 0.5 1 0 2 3 3
Team13 0.5 1 0 2 0 5
Team14 0.5 0 0 2 2 7