jutil.py 文件源码

def ann_val_post( yE, disp = True, graph = True, rate = 2, more_train = True, center = None):
    """
    After ann_pre and shell command, ann_post can be used.
    """
    df_ann = pd.read_csv( 'ann_out.csv')
    yE_c = np.mat( df_ann['out'].tolist()).T

    yEt, yEt_c, yEv, yEv_c = jchem.get_valid_mode_data( yE, yE_c, rate = rate, more_train = more_train, center = center)

    print('Trainig result')
    ann_show( yEt, yEt_c, disp = disp, graph = graph)

    print('Validation result')
    r_sqr, RMSE = ann_show( yEv, yEv_c, disp = disp, graph = graph)

    return r_sqr, RMSE