Update Task1 赛题理解.md
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@@ -89,6 +89,7 @@ $$
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$$
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Precision = \frac{TP}{TP + FP}
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$$
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4.召回率(Recall) 也叫查全率 简写为R
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**召回率(Recall)**是针对原样本而言的,其含义是**在实际为正的样本中被预测为正样本的概率**。
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@@ -106,12 +107,14 @@ $$
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$$
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{macroP=\frac{{1}}{{n}}{\mathop{ \sum }\limits_{{1}}^{{n}}{p\mathop{{}}\nolimits_{{i}}}}}
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$$
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6.宏查全率(macro-R)
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计算每个样本的召回率然后求平均值
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$$
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{macroR=\frac{{1}}{{n}}{\mathop{ \sum }\limits_{{1}}^{{n}}{R\mathop{{}}\nolimits_{{i}}}}}
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$$
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7.宏F1(macro-F1)
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$$
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{macroF1=\frac{{2 \times macroP \times macroR}}{{macroP+macroR}}}
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@@ -122,10 +125,12 @@ $$
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$$
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{microP=\frac{{\overline{TP}}}{{\overline{TP} \times \overline{FP}}}}
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$$
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9.微查全率(micro-R)
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$$
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{microR=\frac{{\overline{TP}}}{{\overline{TP} \times \overline{FN}}}}
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$$
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10.微F1(micro-F1)
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$$
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{microF1=\frac{{2 \times microP\times microR }}{{microP+microR}}}
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