Last data update: 2014.03.03

R: Convert FROC dataset
FROC2HrROCR Documentation

Convert FROC dataset

Description

Convert an FROC dataset to a highest rating inferred ROC dataset

Usage

FROC2HrROC(dataset)

Arguments

dataset

The dataset to be converted, see RJafroc-package.

Value

An ROC dataset, where each case is represented by the highest rating of the case in FROC dataset.

Examples

FROC2HrROC(dataset = frocData)

Results


R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(RJafroc)
Loading required package: tools
Loading required package: xlsx
Loading required package: rJava
Loading required package: xlsxjars
Loading required package: ggplot2
Loading required package: stringr
Loading required package: shiny
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/RJafroc/FROC2HrROC.Rd_%03d_medium.png", width=480, height=480)
> ### Name: FROC2HrROC
> ### Title: Convert FROC dataset
> ### Aliases: FROC2HrROC
> 
> ### ** Examples
> 
> FROC2HrROC(dataset = frocData)
$NL
, , 1, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 2, 1

      [,1] [,2]  [,3]  [,4]
[1,] -2000    1 -2000     2
[2,]     3    4     3 -2000

, , 3, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     1 -2000 -2000 -2000

, , 4, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    2 -2000
[2,] -2000 -2000    4 -2000

, , 5, 1

      [,1] [,2]  [,3]  [,4]
[1,] -2000    1 -2000     1
[2,] -2000    1 -2000 -2000

, , 6, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     2 -2000     2 -2000

, , 7, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000     4 -2000
[2,]     2 -2000 -2000 -2000

, , 8, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    3 -2000 -2000     2
[2,]    1 -2000     2 -2000

, , 9, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    4 -2000
[2,] -2000 -2000    3 -2000

, , 10, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    1 -2000 -2000 -2000
[2,]    4 -2000     2 -2000

, , 11, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    2 -2000     2 -2000
[2,]    2 -2000 -2000     1

, , 12, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    1 -2000 -2000     1
[2,]    1     1 -2000 -2000

, , 13, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 14, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     2 -2000     3 -2000
[2,] -2000     1 -2000 -2000

, , 15, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     1 -2000 -2000 -2000
[2,] -2000 -2000     4 -2000

, , 16, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    2 -2000
[2,] -2000 -2000    4     1

, , 17, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000     1
[2,] -2000 -2000     4 -2000

, , 18, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000     2 -2000
[2,]     3 -2000 -2000 -2000

, , 19, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    3 -2000
[2,]     2 -2000    3     1

, , 20, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     2 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 21, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    3 -2000
[2,] -2000 -2000    3 -2000

, , 22, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000     1
[2,] -2000 -2000 -2000 -2000

, , 23, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    3     2     1 -2000
[2,]    2 -2000 -2000 -2000

, , 24, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000     1     4 -2000

, , 25, 1

     [,1]  [,2] [,3]  [,4]
[1,]    1 -2000    3 -2000
[2,]    3 -2000    1 -2000

, , 26, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000     1     4     1

, , 27, 1

      [,1]  [,2] [,3] [,4]
[1,] -2000     1    3    1
[2,] -2000 -2000    1    1

, , 28, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 29, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     2 -2000     3 -2000

, , 30, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     1 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 31, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000     2 -2000
[2,]     3 -2000 -2000 -2000

, , 32, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000     1     3 -2000
[2,]     3 -2000 -2000 -2000

, , 33, 1

      [,1] [,2]  [,3]  [,4]
[1,] -2000    4     2     4
[2,]     3    1 -2000 -2000

, , 34, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     2 -2000 -2000 -2000
[2,] -2000     1 -2000     1

, , 35, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     2 -2000     2 -2000

, , 36, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000     2 -2000 -2000
[2,] -2000 -2000     4     1

, , 37, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 38, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    1 -2000 -2000 -2000
[2,]    1 -2000 -2000 -2000

, , 39, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000     2     2

, , 40, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 41, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     2 -2000     3 -2000
[2,] -2000     3 -2000 -2000

, , 42, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000 -2000     2

, , 43, 1

      [,1]  [,2] [,3]  [,4]
[1,]     2 -2000    3     1
[2,] -2000 -2000    4 -2000

, , 44, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     3 -2000 -2000 -2000

, , 45, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    2 -2000
[2,] -2000 -2000    3 -2000

, , 46, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     2 -2000 -2000     1

, , 47, 1

      [,1] [,2]  [,3]  [,4]
[1,] -2000    1 -2000 -2000
[2,]     2    3 -2000 -2000

, , 48, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000     3 -2000
[2,] -2000 -2000 -2000 -2000

, , 49, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    4 -2000     1 -2000
[2,]    1 -2000 -2000     2

, , 50, 1

      [,1]  [,2] [,3]  [,4]
[1,]     3     1    2     1
[2,] -2000 -2000    3 -2000

, , 51, 1

      [,1]  [,2] [,3]  [,4]
[1,]     1     1    4 -2000
[2,] -2000 -2000    1 -2000

, , 52, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     1 -2000 -2000 -2000
[2,] -2000 -2000     1 -2000

, , 53, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     3 -2000 -2000 -2000

, , 54, 1

      [,1]  [,2]  [,3] [,4]
[1,] -2000 -2000 -2000    1
[2,] -2000 -2000 -2000    2

, , 55, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     1 -2000 -2000 -2000
[2,] -2000 -2000 -2000     1

, , 56, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000 -2000     1

, , 57, 1

      [,1] [,2] [,3]  [,4]
[1,]     2    1    3 -2000
[2,] -2000    1    3     1

, , 58, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     3 -2000 -2000 -2000
[2,] -2000 -2000 -2000     3

, , 59, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    2 -2000 -2000 -2000
[2,]    2 -2000 -2000 -2000

, , 60, 1

     [,1]  [,2] [,3]  [,4]
[1,]    1 -2000    1 -2000
[2,]    2     1    1 -2000

, , 61, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    3 -2000
[2,] -2000 -2000    3 -2000

, , 62, 1

      [,1]  [,2]  [,3] [,4]
[1,]     3 -2000     5    2
[2,] -2000 -2000 -2000    3

, , 63, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    1 -2000     3 -2000
[2,]    3 -2000 -2000 -2000

, , 64, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000     1    4     1
[2,] -2000 -2000    4 -2000

, , 65, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     1     1     2     2
[2,] -2000 -2000 -2000 -2000

, , 66, 1

      [,1]  [,2] [,3]  [,4]
[1,]     3 -2000    3 -2000
[2,] -2000 -2000    2 -2000

, , 67, 1

     [,1]  [,2] [,3]  [,4]
[1,]    2 -2000    3 -2000
[2,]    1 -2000    2 -2000

, , 68, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     3 -2000     4 -2000
[2,] -2000 -2000 -2000     1

, , 69, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     1 -2000 -2000 -2000

, , 70, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     1     3     3 -2000

, , 71, 1

     [,1] [,2] [,3] [,4]
[1,]    3    2    2    2
[2,]    2    2    3    2

, , 72, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000     1     3 -2000

, , 73, 1

      [,1] [,2] [,3]  [,4]
[1,] -2000    2    1 -2000
[2,]     2    1    1 -2000

, , 74, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     1 -2000     4 -2000

, , 75, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     2 -2000 -2000 -2000
[2,] -2000 -2000     4 -2000

, , 76, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    3 -2000
[2,] -2000 -2000    3     5

, , 77, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    1 -2000 -2000     1
[2,]    3     1     1 -2000

, , 78, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    2 -2000 -2000 -2000
[2,]    3 -2000 -2000 -2000

, , 79, 1

     [,1] [,2]  [,3]  [,4]
[1,]    3    1 -2000 -2000
[2,]    2    2     2 -2000

, , 80, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 81, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     3     1     3     1
[2,] -2000 -2000 -2000 -2000

, , 82, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     1 -2000 -2000 -2000
[2,] -2000 -2000     3 -2000

, , 83, 1

      [,1] [,2] [,3]  [,4]
[1,] -2000    2    5 -2000
[2,]     1    1    5     2

, , 84, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    3 -2000
[2,] -2000     1    3 -2000

, , 85, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000     2
[2,] -2000     1     1 -2000

, , 86, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000     2 -2000
[2,] -2000 -2000 -2000 -2000

, , 87, 1

     [,1] [,2]  [,3]  [,4]
[1,]    2    1     1 -2000
[2,]    1    2 -2000 -2000

, , 88, 1

      [,1]  [,2]  [,3] [,4]
[1,]     4     1     3    1
[2,] -2000 -2000 -2000    2

, , 89, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000     4 -2000
[2,] -2000 -2000 -2000 -2000

, , 90, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000     1    2 -2000
[2,] -2000 -2000    2 -2000

, , 91, 1

     [,1]  [,2]  [,3] [,4]
[1,]    5 -2000 -2000    3
[2,]    4 -2000     3    2

, , 92, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000     3 -2000
[2,] -2000 -2000 -2000 -2000

, , 93, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 94, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,]     3     2 -2000 -2000

, , 95, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    1 -2000
[2,]     3 -2000    1 -2000

, , 96, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000     1     2 -2000
[2,]     1 -2000 -2000     2

, , 97, 1

      [,1] [,2] [,3]  [,4]
[1,]     2    1    5     2
[2,] -2000    4    4 -2000

, , 98, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000     1     4     1
[2,] -2000 -2000 -2000 -2000

, , 99, 1

      [,1]  [,2] [,3]  [,4]
[1,] -2000 -2000    1 -2000
[2,]     3 -2000    2     1

, , 100, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000     1     4 -2000
[2,] -2000 -2000 -2000 -2000

, , 101, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 102, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 103, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 104, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 105, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 106, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 107, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 108, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 109, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 110, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 111, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 112, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 113, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 114, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 115, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 116, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 117, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 118, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 119, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 120, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 121, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 122, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 123, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 124, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 125, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 126, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 127, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 128, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 129, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 130, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 131, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 132, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 133, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 134, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 135, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 136, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 137, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 138, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 139, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 140, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 141, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 142, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 143, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 144, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 145, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 146, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 147, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 148, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 149, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 150, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 151, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 152, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 153, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 154, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 155, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 156, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 157, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 158, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 159, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 160, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 161, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 162, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 163, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 164, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 165, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 166, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 167, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 168, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 169, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 170, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 171, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 172, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 173, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 174, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 175, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 176, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 177, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 178, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 179, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 180, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 181, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 182, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 183, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 184, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 185, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 186, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 187, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 188, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 189, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 190, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 191, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 192, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 193, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 194, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 195, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 196, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 197, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 198, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 199, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf

, , 200, 1

     [,1] [,2] [,3] [,4]
[1,] -Inf -Inf -Inf -Inf
[2,] -Inf -Inf -Inf -Inf


$LL
, , 1, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    4
[2,]    4    3    5    2

, , 2, 1

     [,1]  [,2]  [,3] [,4]
[1,]    4 -2000     4    1
[2,]    5 -2000 -2000    1

, , 3, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    4    3
[2,]    4    4    5    5

, , 4, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     2 -2000 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 5, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    5
[2,]    5    5    5    5

, , 6, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    4    5
[2,]    5    5    5    4

, , 7, 1

     [,1]  [,2] [,3] [,4]
[1,]    3 -2000    4    2
[2,]    3 -2000    4    1

, , 8, 1

     [,1] [,2] [,3] [,4]
[1,]    2    3    2    3
[2,]    3    4    4    4

, , 9, 1

     [,1]  [,2]  [,3] [,4]
[1,]    2 -2000 -2000    1
[2,]    3     1     4    2

, , 10, 1

      [,1] [,2] [,3] [,4]
[1,]     5    4    4    3
[2,] -2000    4    5    2

, , 11, 1

     [,1] [,2] [,3] [,4]
[1,]    5    3    5    2
[2,]    5    4    4    2

, , 12, 1

      [,1]  [,2] [,3] [,4]
[1,]     2     1    3    1
[2,] -2000 -2000    4    1

, , 13, 1

      [,1]  [,2] [,3]  [,4]
[1,]     2 -2000    3 -2000
[2,] -2000     1    5 -2000

, , 14, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000     2
[2,] -2000     2     3 -2000

, , 15, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     2 -2000 -2000 -2000
[2,] -2000 -2000     1     1

, , 16, 1

      [,1]  [,2] [,3] [,4]
[1,]     1     3    4    2
[2,] -2000 -2000    4    2

, , 17, 1

     [,1]  [,2] [,3] [,4]
[1,]    4 -2000    5    3
[2,]    4 -2000    4    2

, , 18, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    4    2
[2,]    5    4    5    4

, , 19, 1

     [,1] [,2]  [,3] [,4]
[1,]    5    5 -2000    5
[2,]    4    4 -2000    4

, , 20, 1

     [,1] [,2]  [,3]  [,4]
[1,]    4    4     5 -2000
[2,]    3    5 -2000 -2000

, , 21, 1

     [,1]  [,2]  [,3] [,4]
[1,]    4     4 -2000    2
[2,]    4 -2000 -2000    2

, , 22, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    5
[2,]    5    5    5    5

, , 23, 1

     [,1] [,2]  [,3] [,4]
[1,]    5    4     4    4
[2,]    5    4 -2000    4

, , 24, 1

     [,1]  [,2]  [,3] [,4]
[1,]    5     3 -2000    3
[2,]    3 -2000 -2000    1

, , 25, 1

     [,1]  [,2] [,3] [,4]
[1,]    5 -2000    5    2
[2,]    5     3    4    1

, , 26, 1

     [,1] [,2] [,3]  [,4]
[1,]    5    4    4 -2000
[2,]    3    4    4     1

, , 27, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    5
[2,]    5    3    5    2

, , 28, 1

     [,1] [,2]  [,3] [,4]
[1,]    5    3     5    2
[2,]    5    3 -2000    3

, , 29, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    2
[2,]    5    3    5    2

, , 30, 1

     [,1] [,2] [,3] [,4]
[1,]    4    3    5    3
[2,]    4    4    5    1

, , 31, 1

     [,1] [,2] [,3] [,4]
[1,]    1    3    4    1
[2,]    4    4    4    1

, , 32, 1

     [,1] [,2]  [,3] [,4]
[1,]    5    4 -2000    2
[2,]    4    3     5    3

, , 33, 1

      [,1] [,2] [,3] [,4]
[1,]     5    4    5    3
[2,] -2000    3    1    4

, , 34, 1

     [,1]  [,2] [,3] [,4]
[1,]    5     1    5    2
[2,]    3 -2000    4    2

, , 35, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    5
[2,]    5    5    5    4

, , 36, 1

     [,1]  [,2] [,3] [,4]
[1,]    4 -2000    5    2
[2,]    4     4    4    2

, , 37, 1

     [,1]  [,2] [,3] [,4]
[1,]    5     3    2    2
[2,]    4 -2000    3    2

, , 38, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000 -2000 -2000 -2000
[2,] -2000 -2000     5 -2000

, , 39, 1

     [,1] [,2] [,3] [,4]
[1,]    4    3    5    2
[2,]    4    2    5    2

, , 40, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000     4 -2000 -2000
[2,]     3 -2000     4 -2000

, , 41, 1

     [,1]  [,2] [,3] [,4]
[1,]    4 -2000    3    1
[2,]    4     2    1    1

, , 42, 1

     [,1]  [,2]  [,3]  [,4]
[1,]    3 -2000     3 -2000
[2,]    2     1 -2000     1

, , 43, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    4
[2,]    5    5    5    4

, , 44, 1

     [,1] [,2]  [,3] [,4]
[1,]    5    4 -2000    4
[2,]    4    4 -2000    3

, , 45, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     3 -2000 -2000 -2000
[2,] -2000 -2000 -2000     2

, , 46, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    4
[2,]    5    5    5    5

, , 47, 1

     [,1]  [,2]  [,3] [,4]
[1,]    2 -2000     3    2
[2,]    2 -2000 -2000    2

, , 48, 1

      [,1]  [,2]  [,3] [,4]
[1,] -2000 -2000 -2000    2
[2,] -2000 -2000 -2000    1

, , 49, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    2
[2,]    5    3    5    3

, , 50, 1

      [,1]  [,2] [,3]  [,4]
[1,]     4     3    4     2
[2,] -2000 -2000    4 -2000

, , 51, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    2
[2,]    5    5    5    2

, , 52, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    4    4
[2,]    5    4    5    3

, , 53, 1

     [,1] [,2] [,3] [,4]
[1,]    5    3    5    3
[2,]    4    5    5    2

, , 54, 1

     [,1]  [,2]  [,3] [,4]
[1,]    5     3     4    2
[2,]    3 -2000 -2000    2

, , 55, 1

     [,1]  [,2] [,3]  [,4]
[1,]    3 -2000    4 -2000
[2,]    2     2    3 -2000

, , 56, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    2
[2,]    4    4    5    4

, , 57, 1

      [,1] [,2] [,3] [,4]
[1,]     2    5    5    3
[2,] -2000    5    4    3

, , 58, 1

      [,1]  [,2] [,3]  [,4]
[1,]     4 -2000    4     1
[2,] -2000 -2000    1 -2000

, , 59, 1

     [,1]  [,2] [,3] [,4]
[1,]    3     1    1    2
[2,]    3 -2000    3    1

, , 60, 1

     [,1]  [,2] [,3]  [,4]
[1,]    5 -2000    5 -2000
[2,]    2 -2000    3 -2000

, , 61, 1

      [,1] [,2]  [,3] [,4]
[1,]     5    5 -2000    3
[2,] -2000    5 -2000    2

, , 62, 1

     [,1] [,2]  [,3] [,4]
[1,]    5    3     5    2
[2,]    5    4 -2000    2

, , 63, 1

     [,1] [,2] [,3] [,4]
[1,]    4    2    2    4
[2,]    4    3    4    2

, , 64, 1

      [,1]  [,2]  [,3]  [,4]
[1,]     2 -2000 -2000 -2000
[2,] -2000 -2000     1 -2000

, , 65, 1

     [,1]  [,2]  [,3] [,4]
[1,]    5     3 -2000    3
[2,]    5 -2000 -2000    3

, , 66, 1

     [,1]  [,2]  [,3] [,4]
[1,]    1     3 -2000    2
[2,]    5 -2000 -2000    1

, , 67, 1

     [,1] [,2] [,3] [,4]
[1,]    5    3    5    3
[2,]    5    4    5    5

, , 68, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000     1 -2000 -2000
[2,] -2000 -2000 -2000 -2000

, , 69, 1

     [,1]  [,2] [,3] [,4]
[1,]    5     3    4    2
[2,]    5 -2000    2    2

, , 70, 1

     [,1]  [,2] [,3] [,4]
[1,]    3 -2000    5    2
[2,]    4 -2000    4    2

, , 71, 1

     [,1] [,2]  [,3] [,4]
[1,]    5    4 -2000    5
[2,]    5    3     5    5

, , 72, 1

     [,1]  [,2]  [,3] [,4]
[1,]    5 -2000 -2000    4
[2,]    5     4 -2000    4

, , 73, 1

      [,1]  [,2]  [,3]  [,4]
[1,] -2000     3 -2000 -2000
[2,] -2000 -2000     3 -2000

, , 74, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    2
[2,]    2    3    4    3

, , 75, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    5
[2,]    5    5    5    5

, , 76, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    3
[2,]    4    3    5    4

, , 77, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    4
[2,]    4    4    4    4

, , 78, 1

     [,1]  [,2] [,3] [,4]
[1,]    5 -2000    3    1
[2,]    3 -2000    4    2

, , 79, 1

      [,1] [,2] [,3] [,4]
[1,] -2000    5    5    2
[2,]     5    3    5    4

, , 80, 1

      [,1] [,2] [,3]  [,4]
[1,] -2000    4    4     4
[2,]     4    4    5 -2000

, , 81, 1

     [,1]  [,2] [,3] [,4]
[1,]    3     2    5    1
[2,]    3 -2000    3    1

, , 82, 1

     [,1] [,2] [,3]  [,4]
[1,]    4    3    5     4
[2,]    5    3    4 -2000

, , 83, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    5
[2,]    4    5    5    5

, , 84, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    4    3
[2,]    5    3    5    5

, , 85, 1

     [,1]  [,2] [,3] [,4]
[1,]    3     3    4    3
[2,]    3 -2000    5    2

, , 86, 1

     [,1]  [,2] [,3] [,4]
[1,]    5     3    4    3
[2,]    4 -2000    2    1

, , 87, 1

     [,1]  [,2] [,3] [,4]
[1,]    3 -2000    5    2
[2,]    5 -2000    4    1

, , 88, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    5
[2,]    5    5    4    5

, , 89, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    4    2
[2,]    3    3    4    4

, , 90, 1

     [,1] [,2] [,3] [,4]
[1,]    3    1    5    2
[2,]    3    5    4    5

, , 91, 1

     [,1] [,2]  [,3] [,4]
[1,]    5    3     5    3
[2,]    4    4 -2000    2

, , 92, 1

     [,1] [,2] [,3] [,4]
[1,]    5    5    5    4
[2,]    5    4    5    4

, , 93, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    3
[2,]    5    4    3    3

, , 94, 1

     [,1] [,2] [,3] [,4]
[1,]    3    4    4    4
[2,]    4    5    4    3

, , 95, 1

     [,1]  [,2] [,3] [,4]
[1,]    5     3    5    2
[2,]    4 -2000    2    1

, , 96, 1

     [,1]  [,2] [,3] [,4]
[1,]    4 -2000    5    2
[2,]    3     4    2    2

, , 97, 1

     [,1] [,2] [,3] [,4]
[1,]    5    3    2    3
[2,]    2    3    4    3

, , 98, 1

     [,1] [,2] [,3] [,4]
[1,]    5    3    5    2
[2,]    4    4    4    3

, , 99, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    3
[2,]    5    5    5    3

, , 100, 1

     [,1] [,2] [,3] [,4]
[1,]    5    4    5    4
[2,]    5    4    5    5


$lesionNum
  [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
 [38] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
 [75] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1

$lesionID
       [,1]
  [1,]    1
  [2,]    1
  [3,]    1
  [4,]    1
  [5,]    1
  [6,]    1
  [7,]    1
  [8,]    1
  [9,]    1
 [10,]    1
 [11,]    1
 [12,]    1
 [13,]    1
 [14,]    1
 [15,]    1
 [16,]    1
 [17,]    1
 [18,]    1
 [19,]    1
 [20,]    1
 [21,]    1
 [22,]    1
 [23,]    1
 [24,]    1
 [25,]    1
 [26,]    1
 [27,]    1
 [28,]    1
 [29,]    1
 [30,]    1
 [31,]    1
 [32,]    1
 [33,]    1
 [34,]    1
 [35,]    1
 [36,]    1
 [37,]    1
 [38,]    1
 [39,]    1
 [40,]    1
 [41,]    1
 [42,]    1
 [43,]    1
 [44,]    1
 [45,]    1
 [46,]    1
 [47,]    1
 [48,]    1
 [49,]    1
 [50,]    1
 [51,]    1
 [52,]    1
 [53,]    1
 [54,]    1
 [55,]    1
 [56,]    1
 [57,]    1
 [58,]    1
 [59,]    1
 [60,]    1
 [61,]    1
 [62,]    1
 [63,]    1
 [64,]    1
 [65,]    1
 [66,]    1
 [67,]    1
 [68,]    1
 [69,]    1
 [70,]    1
 [71,]    1
 [72,]    1
 [73,]    1
 [74,]    1
 [75,]    1
 [76,]    1
 [77,]    1
 [78,]    1
 [79,]    1
 [80,]    1
 [81,]    1
 [82,]    1
 [83,]    1
 [84,]    1
 [85,]    1
 [86,]    1
 [87,]    1
 [88,]    1
 [8