def perform_vote(annotator, next_won):
if next_won:
winner = annotator.next
loser = annotator.prev
else:
winner = annotator.prev
loser = annotator.next
u_alpha, u_beta, u_winner_mu, u_winner_sigma_sq, u_loser_mu, u_loser_sigma_sq = crowd_bt.update(
annotator.alpha, annotator.beta, winner.mu, winner.sigma_sq, loser.mu,
loser.sigma_sq)
annotator.alpha = u_alpha
annotator.beta = u_beta
winner.mu = u_winner_mu
winner.sigma_sq = u_winner_sigma_sq
loser.mu = u_loser_mu
loser.sigma_sq = u_loser_sigma_sq
def perform_vote(annotator, annotator_category, next_won):
if next_won:
winner = annotator_category.next
loser = annotator_category.prev
else:
winner = annotator_category.prev
loser = annotator_category.next
winner = winner.get_category(annotator_category.category_id)
loser = loser.get_category(annotator_category.category_id)
u_alpha, u_beta, u_winner_mu, u_winner_sigma_sq, u_loser_mu, u_loser_sigma_sq = crowd_bt.update(
annotator_category.alpha, annotator_category.beta, winner.mu,
winner.sigma_sq, loser.mu, loser.sigma_sq)
annotator_category.alpha = u_alpha
annotator_category.beta = u_beta
winner.mu = u_winner_mu
winner.sigma_sq = u_winner_sigma_sq
loser.mu = u_loser_mu
loser.sigma_sq = u_loser_sigma_sq
def perform_vote(annotator, next_won):
if next_won:
winner = annotator.next
loser = annotator.prev
else:
winner = annotator.prev
loser = annotator.next
u_alpha, u_beta, u_winner_mu, u_winner_sigma_sq, u_loser_mu, u_loser_sigma_sq = crowd_bt.update(
annotator.alpha,
annotator.beta,
winner.mu,
winner.sigma_sq,
loser.mu,
loser.sigma_sq
)
annotator.alpha = u_alpha
annotator.beta = u_beta
winner.mu = u_winner_mu
winner.sigma_sq = u_winner_sigma_sq
loser.mu = u_loser_mu
loser.sigma_sq = u_loser_sigma_sq
