Open zwweilai opened 1 year ago
@zwweilai FYI
\begin{figure}[t]
\centering
\begin{tikzpicture}[scale=0.9]
\begin{groupplot}[group style={group size=2 by 2, vertical sep=30pt}, height=4.9cm, width=4.9cm]
\nextgroupplot[title=Comment, title style={yshift=-1ex,}, ybar, bar width=4pt, enlargelimits=0.1, legend style={nodes={scale=0.65, transform shape},at={(0.52,1)},
/tikz/every odd column/.style={yshift=2pt},
/tikz/nodes={text width=48pt,text depth=,anchor=base},
}, ylabel={}, symbolic x coords={F1, AUC}, xtick=data, enlarge x limits={abs=1cm}, label style={font=\small}, tick label style={font=\small}]
\addplot coordinates {(F1,0.318) (AUC, 0.510)};
\addplot coordinates {(F1,0.399) (AUC, 0.536)};
\addplot coordinates {(F1,0.463) (AUC, 0.580)};
\legend{Naive Bayes, LSTM, LC-RNN}
\nextgroupplot[title=MedWeb, title style={yshift=-1ex,}, ybar, bar width=4pt, enlargelimits=0.1, legend style={nodes={scale=0.5, transform shape},
/tikz/every odd column/.style={yshift=2pt},
/tikz/nodes={text width=35pt,text depth=,anchor=base},
}, ylabel={}, symbolic x coords={F1, AUC}, xtick=data, enlarge x limits={abs=1cm}, label style={font=\small}, tick label style={font=\small}]
\addplot coordinates {(F1,0) (AUC, 0.498)};
\addplot coordinates {(F1,0) (AUC, 0.5)};
\addplot coordinates {(F1,0.370) (AUC, 0.669)};
\nextgroupplot[title=EC1, title style={yshift=-1ex,}, ybar, bar width=4pt, enlargelimits=0.1, legend style={nodes={scale=0.5, transform shape},
/tikz/every odd column/.style={yshift=2pt},
/tikz/nodes={text width=35pt,text depth=,anchor=base},
}, ylabel={}, symbolic x coords={F1, AUC}, xtick=data, nodes near coords align={vertical}, enlarge x limits={abs=1cm}, label style={font=\small}, tick label style={font=\small}]
\addplot coordinates {(F1,0.03) (AUC,0.499)};
\addplot coordinates {(F1,0.001) (AUC,0.499)};
\addplot coordinates {(F1,0.252) (AUC,0.579)};
\nextgroupplot[title=E-Commerce, title style={yshift=-1ex,}, ybar, bar width=4pt, enlargelimits=0.1, legend style={nodes={scale=0.5, transform shape},
/tikz/every odd column/.style={yshift=2pt},
/tikz/nodes={text width=35pt,text depth=,anchor=base},
}, ylabel={}, symbolic x coords={F1, AUC}, xtick=data, nodes near coords align={vertical}, enlarge x limits={abs=1cm}, label style={font=\small}, tick label style={font=\small}]
\addplot coordinates {(F1, 0.561) (AUC, 0.507)};
\addplot coordinates {(F1, 0.849) (AUC, 0.825)};
\addplot coordinates {(F1, 0.845) (AUC, 0.837)};
\end{groupplot}
\end{tikzpicture}
\vspace{-10pt}
\caption{The F1 and AUC scores of Naive Bayes, LSTM and LC-RNN (NC) on four datasets}
\Description{}
\label{fig: F1}
\end{figure}
Macro F1
thank you for your help
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---- 回复的原邮件 ---- | 发件人 | @.> | | 日期 | 2023年09月13日 01:18 | | 收件人 | @.> | | 抄送至 | Zhanwang @.>@.> | | 主题 | Re: [zhiyuanpeng/ICTIR2021-Multi-label-Classification-of-Short-Texts-with-Label-Correlated-Recurrent-Neural-Networks] 实验结果 (Issue #2) |
@zwweilai FYI
\begin{figure}[t] \centering \begin{tikzpicture}[scale=0.9] \begin{groupplot}[group style={group size=2 by 2, vertical sep=30pt}, height=4.9cm, width=4.9cm] \nextgroupplot[title=Comment, title style={yshift=-1ex,}, ybar, bar width=4pt, enlargelimits=0.1, legend style={nodes={scale=0.65, transform shape},at={(0.52,1)}, /tikz/every odd column/.style={yshift=2pt}, /tikz/nodes={text width=48pt,text depth=,anchor=base}, }, ylabel={}, symbolic x coords={F1, AUC}, xtick=data, enlarge x limits={abs=1cm}, label style={font=\small}, tick label style={font=\small}] \addplot coordinates {(F1,0.318) (AUC, 0.510)}; \addplot coordinates {(F1,0.399) (AUC, 0.536)}; \addplot coordinates {(F1,0.463) (AUC, 0.580)}; \legend{Naive Bayes, LSTM, LC-RNN} \nextgroupplot[title=MedWeb, title style={yshift=-1ex,}, ybar, bar width=4pt, enlargelimits=0.1, legend style={nodes={scale=0.5, transform shape}, /tikz/every odd column/.style={yshift=2pt}, /tikz/nodes={text width=35pt,text depth=,anchor=base}, }, ylabel={}, symbolic x coords={F1, AUC}, xtick=data, enlarge x limits={abs=1cm}, label style={font=\small}, tick label style={font=\small}] \addplot coordinates {(F1,0) (AUC, 0.498)}; \addplot coordinates {(F1,0) (AUC, 0.5)}; \addplot coordinates {(F1,0.370) (AUC, 0.669)}; \nextgroupplot[title=EC1, title style={yshift=-1ex,}, ybar, bar width=4pt, enlargelimits=0.1, legend style={nodes={scale=0.5, transform shape}, /tikz/every odd column/.style={yshift=2pt}, /tikz/nodes={text width=35pt,text depth=,anchor=base}, }, ylabel={}, symbolic x coords={F1, AUC}, xtick=data, nodes near coords align={vertical}, enlarge x limits={abs=1cm}, label style={font=\small}, tick label style={font=\small}] \addplot coordinates {(F1,0.03) (AUC,0.499)}; \addplot coordinates {(F1,0.001) (AUC,0.499)}; \addplot coordinates {(F1,0.252) (AUC,0.579)}; \nextgroupplot[title=E-Commerce, title style={yshift=-1ex,}, ybar, bar width=4pt, enlargelimits=0.1, legend style={nodes={scale=0.5, transform shape}, /tikz/every odd column/.style={yshift=2pt}, /tikz/nodes={text width=35pt,text depth=,anchor=base}, }, ylabel={}, symbolic x coords={F1, AUC}, xtick=data, nodes near coords align={vertical}, enlarge x limits={abs=1cm}, label style={font=\small}, tick label style={font=\small}] \addplot coordinates {(F1, 0.561) (AUC, 0.507)}; \addplot coordinates {(F1, 0.849) (AUC, 0.825)}; \addplot coordinates {(F1, 0.845) (AUC, 0.837)}; \end{groupplot} \end{tikzpicture} \vspace{-10pt} \caption{The F1 and AUC scores of Naive Bayes, LSTM and LC-RNN (NC) on four datasets} \Description{} \label{fig: F1} \end{figure}
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您好,你能否告知我一下,您在这篇论文中使用的Micro-F1指标还是Macro-F1指标?以及您的模型在文中提到的4个数据集上的F1实际值是多少?由于您提供的是柱状图,所以没法看清具体数据。麻烦您了,再次感谢您