def analyze_model_goalprob():
    dom_shot = [1 if s == 1 else 0 for s in is_shot]
    print_scores(get_scores(dom_shot,goalprobdom))
    plot_roc_curve(dom_shot,shotprobdom)
    other_shot = [1 if s==-1 else 0 for s in is_shot]
    print_scores(get_scores(other_shot,goalprobother))
    plot_roc_curve(other_shot,shotprobother)
def analyze_model_shotprob():
    dom_shot = [1 if s == 1 else 0 for s in is_shot]
    print_scores(get_scores(dom_shot,shotprobdom))
    plot_roc_curve(dom_shot,shotprobdom)
    other_shot = [1 if s==-1 else 0 for s in is_shot]
    print_scores(get_scores(other_shot,shotprobother))
    plot_roc_curve(other_shot,shotprobother)
    shots = [1 if s != 0 else 0 for s in is_shot]
    probs = [a+b for a,b in zip(shotprobdom,shotprobother)]
    print_scores(get_scores(shots,probs))