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Heuristic function to calculate the "value" of a prediction against a given score
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// Heuristic function to calculate the "value" of a prediction against a given score | |
// basically it measures the distance of the prediction to the given score as an integer number | |
// a negative scoring means that a match with this prediction is already impossible | |
function scoring(score, prediction) { | |
res = 0; | |
// calculates the diatance of prediction for the house result | |
house_distance = prediction.house - score.house; | |
if(house_distance > 0) | |
res += Math.abs(house_distance); | |
else | |
res -= Math.abs(house_distance); | |
// calculates the distance of prediction for the away result | |
away_distance = prediction.away - score.away; | |
if(away_distance > 0) | |
res += Math.abs(away_distance); | |
else | |
res -= Math.abs(away_distance); | |
return res; | |
} | |
// a series of score to test | |
scores = [ | |
{ house:0, away:0 }, | |
{ house:1, away:0 }, | |
{ house:1, away:1 }, | |
{ house:2, away:1} | |
]; | |
// the predictions to evaluate | |
predictions = [ | |
{ house:0, away:0 }, | |
{ house:1, away:0 }, | |
{ house:1, away:1 }, | |
{ house:2, away:1 } | |
]; | |
// iterate through the scores and evaluate each prediction | |
for(s=0; s < scores.length; s++) { | |
console.log("******************************************"); | |
console.log ("CALCULATING HEURISTICS FOR SCORE: " + scores[s].house + "-" + scores[s].away); | |
user_winner = null; | |
winner_scoring = null; | |
// iterate through the predictions | |
for(i=0; i < predictions.length; i++) { | |
user = i + 1; | |
// calculate this prediction scoring | |
prediction_scoring = scoring(scores[s], predictions[i]); | |
console.log(" prediction of user U" + user + " " + predictions[i].house + "-" + predictions[i].away + " got scoring of " + prediction_scoring); | |
if(prediction_scoring >= 0) { | |
// prediction is an exact match or at least is still possible | |
if(user_winner == null || prediction_scoring < winner_scoring) { | |
// first evaluation or current prediction is better than the current winner | |
user_winner = i; | |
winner_scoring = prediction_scoring; | |
} | |
} | |
} | |
// shows the current winner | |
console.log("CURRENT WINNER FOR THIS SCORE IS U" + (user_winner + 1)); | |
} | |
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