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feat: added gus images
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[]
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[1
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\T1/cmr/m/n/12 Na pocz¡tku artykuªu przed-staw-iamy czemu wybral-i±my taki temat, co chcemy
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[]
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]
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|
||||
Package natbib Warning: Citation `4' on page 2 undefined on input line 83.
|
||||
|
||||
Overfull \hbox (14.52316pt too wide) in paragraph at lines 51--63
|
||||
\T1/cmr/m/n/12 Potem tªu-maczymy nasz pro-ces badawczy, w jaki sposób zbier-al-i±my i ª¡czyli±my
|
||||
[]
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[2]
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\T1/cmr/m/n/12 mierzamy stosowa¢ w naszym pro-ce-sise badawczym do przeanal-i-zowa-nia danych
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||||
[]
|
||||
|
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|
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\T1/cmr/m/n/12 poszczegól-nym re-jonom. Au-torzy wykazali »e sama ilo±¢ pieni¦dzy przekazana
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|
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|
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||||
\T1/lmr/m/n/12 Proces badawczy podzielil-imy na 3 za-sad-nicze etapy, ze-branie danych, przeanal-
|
||||
[]
|
||||
|
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Missing character: There is no ś ("15B) in font ec-lmr12!
|
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|
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File: gus.jpg Graphic file (type bmp)
|
||||
<gus.jpg>
|
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Missing character: There is no ś ("15B) in font ec-lmr12!
|
||||
Missing character: There is no ś ("15B) in font ec-lmr12!
|
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|
||||
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|
||||
Missing character: There is no ś ("15B) in font ec-lmr12!
|
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Missing character: There is no ś ("15B) in font ec-lmr12!
|
||||
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|
||||
<dane3.png>
|
||||
Missing character: There is no ś ("15B) in font ec-lmr12!
|
||||
Missing character: There is no ś ("15B) in font ec-lmr12!
|
||||
File: dane4.png Graphic file (type bmp)
|
||||
<dane4.png>
|
||||
Missing character: There is no ś ("15B) in font ec-lmr12!
|
||||
Missing character: There is no ś ("15B) in font ec-lmr12!
|
||||
File: dane5.png Graphic file (type bmp)
|
||||
<dane5.png>
|
||||
[3]
|
||||
Overfull \hbox (14.84953pt too wide) in paragraph at lines 92--93
|
||||
\T1/cmr/m/n/12 Proces badawczy podzielil-i±my na 3 za-sad-nicze etapy, ze-branie danych, przeanal-
|
||||
|
||||
LaTeX Warning: `h' float specifier changed to `ht'.
|
||||
|
||||
|
||||
LaTeX Warning: `h' float specifier changed to `ht'.
|
||||
|
||||
|
||||
LaTeX Warning: `h' float specifier changed to `ht'.
|
||||
|
||||
|
||||
LaTeX Warning: `h' float specifier changed to `ht'.
|
||||
|
||||
Missing character: There is no ś ("15B) in font ec-lmr12!
|
||||
Missing character: There is no ć ("107) in font ec-lmr12!
|
||||
Missing character: There is no ś ("15B) in font ec-lmr12!
|
||||
Missing character: There is no ą ("105) in font ec-lmr12!
|
||||
Missing character: There is no ś ("15B) in font ec-lmr12!
|
||||
|
||||
Overfull \hbox (6.9723pt too wide) in paragraph at lines 142--143
|
||||
[]\T1/lmr/bx/n/12 Przygotowywanie danych[] \T1/lmr/m/n/12 Dane musie-limy przepro-ce-sowa przed ich wyko-
|
||||
[]
|
||||
|
||||
|
||||
Underfull \hbox (badness 10000) in paragraph at lines 95--100
|
||||
|
||||
[4]
|
||||
LaTeX Font Info: Trying to load font information for T1+lmtt on input line 148.
|
||||
(/usr/share/texmf-dist/tex/latex/lm/t1lmtt.fd
|
||||
File: t1lmtt.fd 2015/05/01 v1.6.1 Font defs for Latin Modern
|
||||
)
|
||||
Overfull \hbox (4.16199pt too wide) in paragraph at lines 148--149
|
||||
[]\T1/lmr/m/n/12 It cre-ates a dic-tio-nary, \T1/lmtt/m/n/12 feature_importance\T1/lmr/m/n/12 , which maps fea-ture names
|
||||
[]
|
||||
|
||||
(./report.bbl [4]) [5] (./report.aux)
|
||||
(/usr/share/texmf-dist/tex/latex/listings/lstlang1.sty
|
||||
File: lstlang1.sty 2024/02/21 1.10 listings language file
|
||||
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|
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LaTeX Font Info: Font shape `T1/lmtt/bx/n' in size <12> not available
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(Font) Font shape `T1/lmtt/b/n' tried instead on input line 156.
|
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[5]
|
||||
Missing character: There is no — ("2014) in font ec-lmtt12!
|
||||
[6]
|
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Package natbib Warning: There were undefined citations.
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[7] [8] (./report.aux)
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LaTeX2e <2023-11-01> patch level 1
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L3 programming layer <2024-02-20>
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@ -2,6 +2,3 @@
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\BOOKMARK [1][-]{section.2}{\376\377\000O\000m\000\363\000w\000i\000e\000n\000i\000e\000\040\000r\000o\000z\000d\000z\000i\000a\001\102\000\363\000w}{}% 2
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\usepackage{natbib}
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\usepackage{soul}
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\usepackage{hyperref}
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\usepackage{listings}
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\usepackage{color}
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\definecolor{codebg}{rgb}{0.95,0.95,0.95}
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\lstset{
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backgroundcolor=\color{codebg},
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frame=single,
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frameround=tttt,
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rulecolor=\color{codeframe},
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basicstyle=\ttfamily,
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columns=fullflexible,
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breaklines=true
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}
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||||
\title{Analiza statystyczna przyznawania funduszy UE gminom}
|
||||
\author{Krzysztof Rudnicki, Michał Sar}
|
||||
@ -97,9 +112,65 @@ Wszystkie dane pobieraliśmy ze strony GUS-u \\
|
||||
Dane wybieraliśmy z zakładki "Popularne podgrupy", następnie wybieraliśmy wszystkie lata które nas
|
||||
interesowały (od 2014 do 2023 roku włącznie), po przejściu dalej wybieraliśmy wszystkie gminy,
|
||||
finalnie otrzymując tablicę którą pobieraliśmy do formatu csv \\
|
||||
\begin{figure}[h]
|
||||
\caption{Strona z gusy z zaznaczonymi podgrupami z których korzystaliśmy}
|
||||
\centering
|
||||
\includegraphics[width=1.0\textwidth]{gus}
|
||||
\end{figure}
|
||||
\begin{figure}[h]
|
||||
\caption{Strona z gusy z zaznaczonymi podgrupami z których korzystaliśmy}
|
||||
\centering
|
||||
\includegraphics[width=1.0\textwidth]{dane2}
|
||||
\end{figure}
|
||||
\begin{figure}[h]
|
||||
\caption{Strona z gusy z zaznaczonymi podgrupami z których korzystaliśmy}
|
||||
\centering
|
||||
\includegraphics[width=1.0\textwidth]{dane3}
|
||||
\end{figure}
|
||||
\begin{figure}[h]
|
||||
\caption{Strona z gusy z zaznaczonymi podgrupami z których korzystaliśmy}
|
||||
\centering
|
||||
\includegraphics[width=1.0\textwidth]{dane4}
|
||||
\end{figure}
|
||||
\begin{figure}[h]
|
||||
\caption{Strona z gusy z zaznaczonymi podgrupami z których korzystaliśmy}
|
||||
\centering
|
||||
\includegraphics[width=1.0\textwidth]{dane5}
|
||||
\end{figure}
|
||||
|
||||
\paragraph{Przygotowywanie danych}
|
||||
Dane musieliśmy przeprocesować przed ich wykorzystaniem
|
||||
Dane musieliśmy przeprocesować przed ich wykorzystaniem, przede wszystkim usuwaliśmy wszelkie wiersze zawierające wartości puste lub NULL
|
||||
\section*{Description of Code}
|
||||
|
||||
The provided Python code snippet is part of a Jupyter Notebook. Its main functionality is to calculate and display the feature importance of a trained machine learning model. Feature importance is a key metric in understanding which features (or input variables) have the most significant impact on the model's predictions. Here's a breakdown of what the code does:
|
||||
|
||||
\begin{enumerate}
|
||||
\item It creates a dictionary, \texttt{feature\_importance}, which maps feature names to their respective importance scores as determined by the model.
|
||||
\item The dictionary is then sorted by importance scores in descending order.
|
||||
\item Finally, the code iterates through the sorted dictionary and prints out each feature's importance score alongside the feature's name.
|
||||
\end{enumerate}
|
||||
|
||||
The code snippet provided is as follows:
|
||||
|
||||
\begin{lstlisting}[language=Python]
|
||||
feature_importance = dict(zip(feature_names, model.feature_importances_))
|
||||
for feature, importance in sorted(feature_importance.items(), key=lambda x: x[1], reverse=True):
|
||||
print(f'{importance:.5f} — {feature}')
|
||||
\end{lstlisting}
|
||||
|
||||
\section*{Data Processed}
|
||||
|
||||
The code processes the following types of data:
|
||||
\begin{itemize}
|
||||
\item \texttt{feature\_names}: A list of feature names used in the model.
|
||||
\item \texttt{model.feature\_importances\_}: An array of feature importance scores generated by the model.
|
||||
\end{itemize}
|
||||
|
||||
The purpose of this data processing is to identify and rank the most influential features in the model, which can be useful for feature selection, model interpretation, and improving model performance.
|
||||
|
||||
\end{document}
|
||||
\paragraph{Analiza danych}
|
||||
|
||||
\paragraph{Przedstawienie wyników}
|
||||
|
||||
\section{Wyniki}
|
||||
|
||||
@ -1,19 +1,14 @@
|
||||
\contentsline {section}{\numberline {1}Wstęp}{1}{section.1}%
|
||||
\contentsline {paragraph}{Kontekst}{1}{section*.2}%
|
||||
\contentsline {paragraph}{Cel}{2}{section*.3}%
|
||||
\contentsline {paragraph}{Cel}{1}{section*.3}%
|
||||
\contentsline {paragraph}{Hipoteza}{2}{section*.4}%
|
||||
\contentsline {paragraph}{Metoda badawcza}{2}{section*.5}%
|
||||
\contentsline {paragraph}{Wyniki}{2}{section*.6}%
|
||||
\contentsline {section}{\numberline {2}Omówienie rozdziałów}{2}{section.2}%
|
||||
\contentsline {section}{\numberline {3}Opis literatury}{3}{section.3}%
|
||||
\contentsline {paragraph}{Decision trees: from efficient prediction to responsible AI}{3}{section*.7}%
|
||||
\contentsline {section}{\numberline {3}Opis literatury}{2}{section.3}%
|
||||
\contentsline {paragraph}{Decision trees: from efficient prediction to responsible AI}{2}{section*.7}%
|
||||
\contentsline {paragraph}{Application of Successful EU Funds Absorption Models to Sustainable Regional Development}{3}{section*.8}%
|
||||
\contentsline {paragraph}{It’s not about the money. EU funds, local opportunities, and Euroscepticism}{3}{section*.9}%
|
||||
\contentsline {section}{\numberline {4}Proces badawczy}{4}{section.4}%
|
||||
\contentsline {section}{\numberline {4}Proces badawczy}{3}{section.4}%
|
||||
\contentsline {paragraph}{Zbieranie danych}{4}{section*.10}%
|
||||
\contentsline {paragraph}{Przygotowywanie danych}{4}{section*.11}%
|
||||
\contentsline {paragraph}{Analiza danych}{4}{section*.12}%
|
||||
\contentsline {paragraph}{Przedstawienie wyników}{4}{section*.13}%
|
||||
\contentsline {section}{\numberline {5}Wyniki}{4}{section.5}%
|
||||
\contentsline {section}{\numberline {6}Dyskusja}{4}{section.6}%
|
||||
\contentsline {section}{\numberline {7}Konkluzja}{4}{section.7}%
|
||||
|
||||
BIN
report/report.xdv
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Loading…
Reference in New Issue
Block a user