\documentclass{article}

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\begin{document}

\title{Hierarchical Clustering Tree Model}

\date{Tue Feb 02 21:44:13 CET 2016}

\author{Michał Spytkowski}

\maketitle

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Tree data}

{\bf Partition distribution:}

TSSB distribution: alpha0 = 1.0, lambda = 1.0, gamma = 0.2.

{\bf Kernel type:}

IRV Kernel

{\bf Root node name:}

gen.0

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Kernel data}

{\bf Distribution:}

Beta distribution: p = 1.0, q = 5.0.

{\bf Dimensions:}

$2$

{\bf Feature space:}

$\mathbb{R}^2$



\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Node data}

{\bf Number of nodes:}

$17$

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0

{\bf Associated nodes - Parent:}

{\bf N/A}

{\bf Associated nodes - Children:}

- gen.0.0

- gen.0.1

{\bf Distributions for dimensions:}

- Normal distribution: mean = 0.0, sd = 10.0.

- Normal distribution: mean = 0.0, sd = 10.0.

{\bf Number of data points:}

7983

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0

{\bf Associated nodes - Parent:}

gen.0

{\bf Associated nodes - Children:}

- gen.0.0.0

- gen.0.0.1

{\bf Distributions for dimensions:}

- Normal distribution: mean = 4.106923263616497, sd = 0.5881199627341185.

- Normal distribution: mean = -5.142279326295713, sd = 0.35655465749578313.

{\bf Number of data points:}

1591

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0

{\bf Associated nodes - Parent:}

gen.0.0

{\bf Associated nodes - Children:}

- gen.0.0.0.0

- gen.0.0.0.1

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.1152449245988367, sd = 0.10757481983233344.

- Normal distribution: mean = -4.865958333330372, sd = 0.05414263003021794.

{\bf Number of data points:}

27

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.0

{\bf Associated nodes - Parent:}

gen.0.0.0

{\bf Associated nodes - Children:}

- gen.0.0.0.0.0

- gen.0.0.0.0.1

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.138918005344785, sd = 0.06499641884247404.

- Normal distribution: mean = -4.83083193717307, sd = 0.050470132523757746.

{\bf Number of data points:}

332

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.0.0

{\bf Associated nodes - Parent:}

gen.0.0.0.0

{\bf Associated nodes - Children:}

- gen.0.0.0.0.0.0

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.1863316039086382, sd = 0.050454265960678174.

- Normal distribution: mean = -4.80223518682247, sd = 0.05000941807692824.

{\bf Number of data points:}

5

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.0.0.0

{\bf Associated nodes - Parent:}

gen.0.0.0.0.0

{\bf Associated nodes - Children:}

- gen.0.0.0.0.0.0.0

- gen.0.0.0.0.0.0.1

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.0928478658150325, sd = 0.05000906205349498.

- Normal distribution: mean = -4.829356861970126, sd = 0.05000045686921642.

{\bf Number of data points:}

1

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.0.0.0.0

{\bf Associated nodes - Parent:}

gen.0.0.0.0.0.0

{\bf Associated nodes - Children:}

- gen.0.0.0.0.0.0.0.0

- gen.0.0.0.0.0.0.0.1

- gen.0.0.0.0.0.0.0.2

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.0680042554811524, sd = 0.05000219692215003.

- Normal distribution: mean = -4.768531987534489, sd = 0.050000003569290755.

{\bf Number of data points:}

1

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.0.0.0.0.0

{\bf Associated nodes - Parent:}

gen.0.0.0.0.0.0.0

{\bf Associated nodes - Children:}

{\bf N/A}

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.090883611714086, sd = 0.050000181919987154.

- Normal distribution: mean = -4.748167839461332, sd = 0.05000000064797562.

{\bf Number of data points:}

0

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.0.0.0.0.1

{\bf Associated nodes - Parent:}

gen.0.0.0.0.0.0.0

{\bf Associated nodes - Children:}

{\bf N/A}

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.147974605939721, sd = 0.050000087911687065.

- Normal distribution: mean = -4.808172292185034, sd = 0.050000000983875866.

{\bf Number of data points:}

0

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.0.0.0.0.2

{\bf Associated nodes - Parent:}

gen.0.0.0.0.0.0.0

{\bf Associated nodes - Children:}

{\bf N/A}

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.0500954669777895, sd = 0.050000174780125875.

- Normal distribution: mean = -4.734380734591438, sd = 0.050000000506084254.

{\bf Number of data points:}

3

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.0.0.0.1

{\bf Associated nodes - Parent:}

gen.0.0.0.0.0.0

{\bf Associated nodes - Children:}

{\bf N/A}

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.0916639017312515, sd = 0.05000062851107629.

- Normal distribution: mean = -4.747794952910171, sd = 0.05000006128082831.

{\bf Number of data points:}

3

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.0.1

{\bf Associated nodes - Parent:}

gen.0.0.0.0

{\bf Associated nodes - Children:}

{\bf N/A}

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.187299678932644, sd = 0.05165497300803486.

- Normal distribution: mean = -4.89119356108598, sd = 0.05011176942388198.

{\bf Number of data points:}

36

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.1

{\bf Associated nodes - Parent:}

gen.0.0.0

{\bf Associated nodes - Children:}

- gen.0.0.0.1.0

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.1296424919269374, sd = 0.05662720534173775.

- Normal distribution: mean = -4.879520607634152, sd = 0.05105752672849186.

{\bf Number of data points:}

2

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.0.1.0

{\bf Associated nodes - Parent:}

gen.0.0.0.1

{\bf Associated nodes - Children:}

{\bf N/A}

{\bf Distributions for dimensions:}

- Normal distribution: mean = 2.205124300601964, sd = 0.050401939697742.

- Normal distribution: mean = -4.873602753813284, sd = 0.05011876353188621.

{\bf Number of data points:}

1

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.0.1

{\bf Associated nodes - Parent:}

gen.0.0

{\bf Associated nodes - Children:}

{\bf N/A}

{\bf Distributions for dimensions:}

- Normal distribution: mean = 4.361546841898271, sd = 0.057379804697675854.

- Normal distribution: mean = -5.6215021341599565, sd = 0.07218460910303548.

{\bf Number of data points:}

3

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.1

{\bf Associated nodes - Parent:}

gen.0

{\bf Associated nodes - Children:}

- gen.0.1.0

{\bf Distributions for dimensions:}

- Normal distribution: mean = 21.226659456847376, sd = 3.882002889023185.

- Normal distribution: mean = -8.129105071582446, sd = 0.127734375.

{\bf Number of data points:}

11

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

{\bf \Large Specific node data}

{\bf Node name}

gen.0.1.0

{\bf Associated nodes - Parent:}

gen.0.1

{\bf Associated nodes - Children:}

{\bf N/A}

{\bf Distributions for dimensions:}

- Normal distribution: mean = 23.334308335019458, sd = 0.10930926853566611.

- Normal distribution: mean = -8.191449126532307, sd = 0.07055979789623376.

{\bf Number of data points:}

1

\noindent\makebox[\linewidth]{\rule{\paperwidth}{0.4pt}} \\

\end{document}

