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s183917
ML_data
Commits
72cf53fb
Commit
72cf53fb
authored
5 years ago
by
Anders Henriksen
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Nicer Table
parent
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docs/report/tex/report3.tex
+38
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docs/report/tex/report3.tex
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18 deletions
docs/report/tex/report3.tex
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38
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18
View file @
72cf53fb
...
...
@@ -6,6 +6,7 @@
\usepackage
{
texfiles/SpeedyGonzales
}
\usepackage
{
texfiles/MediocreMike
}
\usepackage
{
booktabs
}
% \geometry{top=1cm}
...
...
@@ -117,11 +118,30 @@ In this part of the report, the data has to be binarized in order to use the Apr
\subsection
{
Apriori Algorithm for Frequent Itemsets and Association Rules
}
\textit
{
Find the frequent itemsets and the association rules with high confidence based on the results of the Apriori algorithm.
}
\\
Hej Per Parametre
Hej Per-parametre
\[
\texttt
{
minsup
}
=
0
.
11
\qquad
\texttt
{
minconf
}
=
0
.
6
\]
\begin{table}
[H]
\centering
\begin{tabular}
{
l l l r r
}
\toprule
Association Rule
&
&
&
Support
&
Confidence
\\
\midrule
\{
energy
\_
low
\}
&
$
\rightarrow
$
&
\{
loudness
\_
low
\}
&
0.226
&
0.674
\\
\{
loudness
\_
low
\}
&
$
\rightarrow
$
&
\{
energy
\_
low
\}
&
0.226
&
0.676
\\
\{
energy
\_
high
\}
&
$
\rightarrow
$
&
\{
loudness
\_
high
\}
&
0.210
&
0.634
\\
\{
loudness
\_
high
\}
&
$
\rightarrow
$
&
\{
energy
\_
high
\}
&
0.210
&
0.631
\\
\\
\{
acousticness
\_
high, energy
\_
low
\}
&
$
\rightarrow
$
&
\{
loudness
\_
low
\}
&
0.142
&
0.740
\\
\{
loudness
\_
low, acousticness
\_
high
\}
&
$
\rightarrow
$
&
\{
energy
\_
low
\}
&
0.142
&
0.842
\\
\{
loudness
\_
low, energy
\_
low
\}
&
$
\rightarrow
$
&
\{
acousticness
\_
high
\}
&
0.142
&
0.631
\\
\\
\{
valence
\_
low, energy
\_
low
\}
&
$
\rightarrow
$
&
\{
loudness
\_
low
\}
&
0.112
&
0.708
\\
\{
loudness
\_
low, valence
\_
low
\}
&
$
\rightarrow
$
&
\{
energy
\_
low
\}
&
0.112
&
0.833
\\
\bottomrule
\end{tabular}
\end{table}
%{energy_q1} -> {loudness_q1} (supp: 0.226, conf: 0.674)
%{loudness_q1} -> {energy_q1} (supp: 0.226, conf: 0.676)
%{energy_q3} -> {loudness_q3} (supp: 0.210, conf: 0.634)
...
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