private static double ScoreEnemyList(EnemyList enemyList, List <double> partialInput)
{
var completedInput = partialInput.DeepClone();
for (var j = 0; j < MaxEnemies; j++)
{
if (j < enemyList.EnemyCountTuples.Count)
{
var currentEnemyType = enemyList.EnemyCountTuples[j].Item2;
var chromosome = GeneticsManager.GetChromosomesForEnemyType(currentEnemyType).FirstOrDefault();
var enemyAttributes = currentEnemyType.Attributes();
var effectiveAttributes = BaseEnemy.GetGeneticAttributes(enemyAttributes, chromosome);
completedInput.AddRange(EnemyAttributesToInput(effectiveAttributes));
}
else
{
completedInput.AddRange(EnemyToInput(null));
}
}
return(_machineLearningModel.Predict(completedInput.ToArray()));
}
