python算法测试结果自动保存到excel表格的实现步骤

pip install xlwt

myWorkbook = xlwt.Workbook(encoding = 'utf-8')
mySheet = myWorkbook.add_sheet('Sheet1')

mySheet.write(row, col, label='测试')

savepath = 'test.xls'
myWorkbook.save(savepath)

def write_result_to_excel(files, fps, fns, prs, lbs, savepath='res.xls')

def write_result_to_excel(files, fps, fns, prs, lbs, savepath='res.xls'):
    myWorkbook = xlwt.Workbook(encoding = 'utf-8')
    mySheet = myWorkbook.add_sheet('Sheet1')
    mySheet.write(0, 0, label='样本名称')
    mySheet.write(0, 1, label='目标标签个数')
    mySheet.write(0, 2, label='预测标签个数')
    mySheet.write(0, 3, label='正确预测个数')
    mySheet.write(0, 4, label='错误预测个数')
    mySheet.write(0, 5, label='漏检目标个数')
    for i in range(len(files)):
        mySheet.write(i+1, 0, label=files[i])
        mySheet.write(i+1, 1, label=lbs[i])
        mySheet.write(i+1, 2, label=prs[i])
        mySheet.write(i+1, 3, label=lbs[i]-fns[i])
        mySheet.write(i+1, 4, label=fps[i])
        mySheet.write(i+1, 5, label=fns[i]) 
   
    fp = sum(fps)
    fn = sum(fns)
    pr = sum(prs)
    lb = sum(lbs)
 
    residual  = fn / lb * 100
    recall    = 100 - residual
    error     = fp / pr * 100
    precision = 100 - error
    accuracy  = recall * precision / 100
    mySheet.write(i+2, 0, label='总计')
    mySheet.write(i+2, 1, label=lb)
    mySheet.write(i+2, 2, label=pr)
    mySheet.write(i+2, 3, label=lb-fn)
    mySheet.write(i+2, 4, label=fp)
    mySheet.write(i+2, 5, label=fn)
 
    mySheet.write(i+3, 1, label='检出率(%)')
    mySheet.write(i+3, 2, label='漏检率(%)')
    mySheet.write(i+3, 3, label='准确率(%)')
    mySheet.write(i+3, 4, label='误检率(%)')
    mySheet.write(i+3, 5, label='精度(%)')
 
    mySheet.write(i+4, 1, label=recall)
    mySheet.write(i+4, 2, label=residual)
    mySheet.write(i+4, 3, label=precision)
    mySheet.write(i+4, 4, label=error)
    mySheet.write(i+4, 5, label=accuracy)
    myWorkbook.save(savepath)
    s = '目标标签个数：{0}\n预测标签个数：{1}\n正确预测个数：{2}\n错误预测个数：{3}\n漏检目标个数：{4}\n'.format(lb, pr, lb-fn, fp, fn)
    s += '检出率recall：{0}\n漏检率residual：{1}\n准确率precision：{2}\n误检率error：{3}\n精度accuracy：{4}'.format(recall, residual, precision, error, accuracy)
    print(s)