javascript - Soccer score prediction using brain.js -



javascript - Soccer score prediction using brain.js -

i want train brain.js app using previous match scores. example

team1 2-3 team2 team2 2-0 team1 team3 2-1 team2 ...

if predict score between 2 teams, output looks [0.863456362846, 0.01231223112312]. should real score prediction looks [2,3]?

one potential solution utilize non-linear function (perhaps log) translate training outputs human-readable estimates , vice versa.

sports soccer produce lot of low scoring games, lot of figures range between 0-2 mark. these can occasions scores can much higher, cases far fewer. discourage nn guessing low, distribution need somehow evened out maximise learning ability.

in way, training may more effective , results can translated human-readable 1 time cases have been evaluated neural network.

javascript node.js neural-network

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