def clear_objects(X, y):
    index = 0
    x1 = []
    x2 = []
    y1 = []
    y2 = []
    for i in y:
        if (i == 1):
            x1.append(X[index])
            y1.append(y[index])
        else:
            x2.append(X[index])
            y2.append(y[index])
        index += 1
    LOF = LocalOutlierFactor()
    first = LOF.fit_predict(x1)
    second = LOF.fit_predict(x2)
    xret = []
    yret = []
    index = 0
    for i in first:
        if i == 1:
            xret.append(x1[index])
            yret.append(y1[index])
        index+=1

    index = 0
    for i in second:
        if i == 1:
            xret.append(x2[index])
            yret.append(y2[index])
        index+=1



    return xret, yret