Update Task1 赛题理解.md

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王贺
2021-03-02 17:19:26 +08:00
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@@ -89,6 +89,7 @@ $$
$$
Precision = \frac{TP}{TP + FP}
$$
4.召回率Recall 也叫查全率 简写为R
**召回率(Recall)**是针对原样本而言的,其含义是**在实际为正的样本中被预测为正样本的概率**
@@ -106,12 +107,14 @@ $$
$$
{macroP=\frac{{1}}{{n}}{\mathop{ \sum }\limits_{{1}}^{{n}}{p\mathop{{}}\nolimits_{{i}}}}}
$$
6.宏查全率macro-R
计算每个样本的召回率然后求平均值
$$
{macroR=\frac{{1}}{{n}}{\mathop{ \sum }\limits_{{1}}^{{n}}{R\mathop{{}}\nolimits_{{i}}}}}
$$
7.宏F1macro-F1
$$
{macroF1=\frac{{2 \times macroP \times macroR}}{{macroP+macroR}}}
@@ -122,10 +125,12 @@ $$
$$
{microP=\frac{{\overline{TP}}}{{\overline{TP} \times \overline{FP}}}}
$$
9.微查全率micro-R
$$
{microR=\frac{{\overline{TP}}}{{\overline{TP} \times \overline{FN}}}}
$$
10.微F1micro-F1
$$
{microF1=\frac{{2 \times microP\times microR }}{{microP+microR}}}