# indval: Dufrene-Legendre Indicator Species Analysis In labdsv: Ordination and Multivariate Analysis for Ecology

## Description

Calculates the indicator value (fidelity and relative abundance) of species in clusters or types.

## Usage

 1 2 3 4 5 6 7 8 indval(x, ...) ## Default S3 method: indval(x,clustering,numitr=1000,...) ## S3 method for class 'stride' indval(x,taxa,numitr=1,...) ## S3 method for class 'indval' summary(object, p=0.05, type='short', digits=2, show=p, sort=FALSE, too.many=100, ...) 

## Arguments

 x a matrix or data.frame of samples with species as columns and samples as rows, or an object of class ‘stride’ from function stride clustering a vector of numeric cluster memberships for samples, or a classification object returned from pam, or optpart, slice, or archi numitr the number of randomizations to iterate to calculate probabilities taxa a dataframe with samples as rows and species as columns object an object of class ‘indval’ p the maximum probability for a species to be listed in the summary type a switch to choose between ‘short’ and ‘long’ style summary digits the number of significant digits to show show the threshold to show values as opposed to a dot column place-holder sort a switch to control user-managed interactive table sorting too.many a threshold reduce the listing for large data sets ... additional arguments to the summary or generic function

## Details

Calculates the indicator value ‘d’ of species as the product of the relative frequency and relative average abundance in clusters. Specifically,

where:
p_{i,j} = presence/absence (1/0) of species i in sample j;
x_{i,j} = abundance of species i in sample j;
n_c = number of samples in cluster c;
for cluster c in set K;

f_{i,c} = {∑_{j \in c} p_{i,j} \over n_c}

a_{i,c} = {(∑_{j \in c} x_{i,j}) / n_c \over ∑_{k=1}^K ((∑_{j \in k} x_{i,j}) / n_k)}

d_{i,c} = f_{i,c} \times a_{i,c}

Calculated on a ‘stride’ the function calculates the indicator values of species for each of the separate partitions in the stride.

## Value

The default function returns a list of class ‘indval’ with components:

 relfrq relative frequency of species in classes relabu relative abundance of species in classes indval the indicator value for each species maxcls the class each species has maximum indicator value for indcls the indicator value for each species to its maximum class pval the probability of obtaining as high an indicator values as observed over the specified iterations

The stride-based function returns a data.frame with the number of clusters in the first column and the mean indicator value in the second.

The ‘summary’ function has two options. In ‘short’ mode it presents a table of indicator species whose probability is less then ‘p’, giving their indicator val;ue and the identity of the cluster they indicate, along with the sum of probabilities for the entire data set. In ‘long’ mode, the indicator value of each species in each class is shown, with values less than ‘show’ replaced by a place-holder dot to emphasize larger values.

If ‘sort==TRUE’, a prompt is given to re-order the rows of the matrix interactively.

## Note

Indicator value analysis was proposed by Dufrene and Legendre (1997) as a possible stopping rule for clustering, but has been used by ecologists for a variety of analyses. Dufrene and Legendre's nomenclature in the paper is somewhat ambiguous, but the equations above are taken from the worked example in the paper, not the equations on page 350 which appear to be in error. Dufrene and Legendre, however, multiply d by 100; this function does not.

## Author(s)

David W. Roberts [email protected]

## References

Dufrene, M. and Legendre, P. 1997. Species assemblages and indicator species: the need for a flexible asymmetrical approach. Ecol. Monogr. 67(3):345-366.

isamic

## Examples

 1 2 3 4  data(bryceveg) # returns a vegetation data.frame dis.bc <- dsvdis(bryceveg,'bray/curtis') # returns a dissimilarity matrix clust <- sample(1:5,nrow(bryceveg),replace=TRUE) indval(bryceveg,clust) 

### Example output

Loading required package: mgcv
This is mgcv 1.8-17. For overview type 'help("mgcv-package")'.

Attaching package: 'labdsv'

The following object is masked from 'package:stats':

density

$relfrq 1 2 3 4 5 junost 0.00000000 0.03333333 0.05714286 0.00000000 0.02564103 ameuta 0.13043478 0.16666667 0.25714286 0.06060606 0.10256410 arcpat 0.43478261 0.53333333 0.48571429 0.48484848 0.38461538 arttri 0.17391304 0.06666667 0.05714286 0.09090909 0.10256410 atrcan 0.13043478 0.03333333 0.08571429 0.12121212 0.05128205 berfre 0.04347826 0.10000000 0.00000000 0.03030303 0.02564103 ceamar 0.34782609 0.40000000 0.45714286 0.33333333 0.30769231 cerled 0.00000000 0.03333333 0.00000000 0.06060606 0.05128205 cermon 0.04347826 0.23333333 0.22857143 0.27272727 0.20512821 chrdep 0.00000000 0.00000000 0.02857143 0.00000000 0.00000000 chrnau 0.00000000 0.00000000 0.00000000 0.03030303 0.02564103 chrpar 0.04347826 0.06666667 0.02857143 0.00000000 0.07692308 chrvis 0.26086957 0.23333333 0.25714286 0.24242424 0.28205128 eurlan 0.04347826 0.03333333 0.05714286 0.06060606 0.00000000 juncom 0.30434783 0.33333333 0.22857143 0.15151515 0.23076923 pacmyr 0.39130435 0.30000000 0.22857143 0.33333333 0.28205128 pruvir 0.00000000 0.03333333 0.02857143 0.00000000 0.00000000 purtri 0.30434783 0.40000000 0.37142857 0.42424242 0.46153846 quegam 0.08695652 0.06666667 0.17142857 0.21212121 0.15384615 rhutri 0.00000000 0.03333333 0.00000000 0.03030303 0.00000000 ribcer 0.26086957 0.13333333 0.11428571 0.21212121 0.20512821 roswoo 0.00000000 0.00000000 0.02857143 0.06060606 0.00000000 samcoe 0.04347826 0.06666667 0.11428571 0.00000000 0.05128205 shearg 0.00000000 0.00000000 0.02857143 0.00000000 0.00000000 sherot 0.00000000 0.06666667 0.00000000 0.03030303 0.10256410 symore 0.52173913 0.53333333 0.42857143 0.54545455 0.51282051 arcuva 0.00000000 0.00000000 0.00000000 0.00000000 0.02564103 artarb 0.17391304 0.23333333 0.31428571 0.12121212 0.28205128 artfri 0.13043478 0.13333333 0.05714286 0.03030303 0.10256410 artpyg 0.00000000 0.00000000 0.02857143 0.03030303 0.00000000 atrcon 0.00000000 0.00000000 0.02857143 0.00000000 0.00000000 berrep 0.34782609 0.50000000 0.48571429 0.36363636 0.41025641 ericor 0.00000000 0.00000000 0.02857143 0.03030303 0.10256410 gutsar 0.04347826 0.03333333 0.05714286 0.06060606 0.17948718 tetcan 0.13043478 0.20000000 0.22857143 0.21212121 0.28205128 agrcri 0.04347826 0.00000000 0.02857143 0.03030303 0.00000000 agrdas 0.08695652 0.03333333 0.11428571 0.00000000 0.07692308 agrscr 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 agrsmi 0.13043478 0.06666667 0.08571429 0.12121212 0.02564103 bougra 0.08695652 0.16666667 0.17142857 0.09090909 0.10256410 broano 0.08695652 0.10000000 0.02857143 0.03030303 0.10256410 brocil 0.00000000 0.06666667 0.00000000 0.00000000 0.05128205 broine 0.04347826 0.00000000 0.00000000 0.06060606 0.00000000 carrss 0.56521739 0.56666667 0.57142857 0.48484848 0.53846154 elysal 0.00000000 0.00000000 0.08571429 0.06060606 0.07692308 fesovi 0.00000000 0.06666667 0.02857143 0.00000000 0.00000000 hiljam 0.00000000 0.03333333 0.00000000 0.03030303 0.00000000 junbal 0.08695652 0.03333333 0.00000000 0.06060606 0.05128205 koenit 0.21739130 0.23333333 0.17142857 0.12121212 0.17948718 muhmon 0.08695652 0.06666667 0.02857143 0.03030303 0.05128205 muhric 0.04347826 0.00000000 0.00000000 0.03030303 0.00000000 oryhym 0.34782609 0.20000000 0.28571429 0.15151515 0.35897436 orymic 0.00000000 0.03333333 0.05714286 0.03030303 0.00000000 phlpra 0.00000000 0.03333333 0.00000000 0.00000000 0.00000000 poacom 0.00000000 0.00000000 0.00000000 0.00000000 0.05128205 poafen 0.17391304 0.26666667 0.31428571 0.12121212 0.17948718 poanev 0.04347826 0.06666667 0.02857143 0.00000000 0.07692308 poapra 0.04347826 0.00000000 0.02857143 0.09090909 0.02564103 sithys 0.30434783 0.26666667 0.31428571 0.21212121 0.35897436 sticom 0.17391304 0.20000000 0.28571429 0.18181818 0.17948718 stilet 0.00000000 0.00000000 0.02857143 0.03030303 0.00000000 stipin 0.04347826 0.10000000 0.08571429 0.06060606 0.05128205 achmil 0.26086957 0.10000000 0.08571429 0.24242424 0.17948718 agogla 0.13043478 0.10000000 0.05714286 0.06060606 0.15384615 anemul 0.00000000 0.03333333 0.00000000 0.00000000 0.00000000 antros 0.08695652 0.00000000 0.00000000 0.00000000 0.00000000 antros.1 0.04347826 0.03333333 0.05714286 0.06060606 0.02564103 apoand 0.00000000 0.06666667 0.02857143 0.03030303 0.05128205 arahol 0.00000000 0.00000000 0.05714286 0.03030303 0.00000000 arapen 0.04347826 0.00000000 0.00000000 0.00000000 0.02564103 arefen 0.04347826 0.00000000 0.02857143 0.00000000 0.00000000 artcar 0.00000000 0.00000000 0.00000000 0.03030303 0.00000000 artlud 0.08695652 0.03333333 0.00000000 0.00000000 0.05128205 astagr 0.04347826 0.00000000 0.05714286 0.00000000 0.02564103 astchi 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 astcon 0.13043478 0.06666667 0.05714286 0.09090909 0.12820513 asthum 0.08695652 0.10000000 0.02857143 0.06060606 0.05128205 astken 0.00000000 0.00000000 0.08571429 0.06060606 0.00000000 astmeg 0.04347826 0.10000000 0.05714286 0.06060606 0.05128205 astmis 0.13043478 0.33333333 0.02857143 0.21212121 0.20512821 astten 0.00000000 0.00000000 0.00000000 0.03030303 0.00000000 balsag 0.04347826 0.03333333 0.00000000 0.00000000 0.00000000 calnut 0.17391304 0.16666667 0.22857143 0.15151515 0.07692308 caschr 0.04347826 0.10000000 0.20000000 0.06060606 0.05128205 caslin 0.21739130 0.13333333 0.14285714 0.12121212 0.10256410 chadou 0.17391304 0.03333333 0.08571429 0.06060606 0.02564103 cirneo 0.04347826 0.00000000 0.00000000 0.06060606 0.05128205 compal 0.00000000 0.00000000 0.11428571 0.00000000 0.02564103 corkin 0.17391304 0.10000000 0.08571429 0.12121212 0.10256410 creint 0.00000000 0.00000000 0.00000000 0.03030303 0.02564103 crycon 0.04347826 0.06666667 0.00000000 0.09090909 0.07692308 cympur 0.00000000 0.03333333 0.02857143 0.00000000 0.00000000 dessop 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 drasub 0.17391304 0.20000000 0.08571429 0.06060606 0.17948718 echtri 0.00000000 0.00000000 0.00000000 0.03030303 0.00000000 eriala 0.04347826 0.13333333 0.22857143 0.24242424 0.17948718 erican 0.04347826 0.00000000 0.02857143 0.06060606 0.00000000 erieat 0.00000000 0.00000000 0.00000000 0.03030303 0.00000000 erifla 0.00000000 0.06666667 0.05714286 0.12121212 0.05128205 eripan 0.04347826 0.03333333 0.02857143 0.00000000 0.02564103 eripum 0.00000000 0.06666667 0.11428571 0.03030303 0.02564103 erirac 0.26086957 0.26666667 0.22857143 0.15151515 0.23076923 erisub 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 eriumb 0.13043478 0.10000000 0.08571429 0.00000000 0.02564103 eupfen 0.04347826 0.03333333 0.14285714 0.06060606 0.07692308 euplur 0.17391304 0.16666667 0.17142857 0.09090909 0.17948718 euprob 0.04347826 0.03333333 0.05714286 0.06060606 0.02564103 fraves 0.00000000 0.03333333 0.00000000 0.03030303 0.00000000 genaff 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 gerfre 0.00000000 0.06666667 0.05714286 0.09090909 0.00000000 gerric 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 gilcon 0.08695652 0.03333333 0.08571429 0.06060606 0.12820513 haparm 0.00000000 0.03333333 0.08571429 0.09090909 0.05128205 heddru 0.00000000 0.00000000 0.00000000 0.00000000 0.02564103 hymaca 0.08695652 0.13333333 0.11428571 0.09090909 0.07692308 hymfil 0.04347826 0.13333333 0.14285714 0.15151515 0.07692308 hymric 0.13043478 0.10000000 0.22857143 0.39393939 0.12820513 ipoagg 0.00000000 0.00000000 0.02857143 0.06060606 0.00000000 irimis 0.00000000 0.00000000 0.00000000 0.03030303 0.02564103 ivesab 0.00000000 0.00000000 0.00000000 0.00000000 0.02564103 leppun 0.17391304 0.13333333 0.20000000 0.12121212 0.07692308 lesint 0.04347826 0.10000000 0.14285714 0.15151515 0.12820513 leueri 0.00000000 0.03333333 0.00000000 0.00000000 0.00000000 ligpor 0.00000000 0.03333333 0.00000000 0.00000000 0.00000000 linkin 0.13043478 0.06666667 0.08571429 0.00000000 0.07692308 linlew 0.17391304 0.16666667 0.08571429 0.12121212 0.23076923 litinc 0.00000000 0.03333333 0.00000000 0.00000000 0.00000000 litmul 0.08695652 0.03333333 0.14285714 0.09090909 0.10256410 lotuta 0.26086957 0.16666667 0.17142857 0.15151515 0.15384615 lupkin 0.04347826 0.00000000 0.05714286 0.03030303 0.00000000 lupser 0.08695652 0.06666667 0.02857143 0.00000000 0.02564103 lyggra 0.08695652 0.00000000 0.00000000 0.03030303 0.05128205 lygspi 0.00000000 0.00000000 0.02857143 0.00000000 0.00000000 macgri 0.08695652 0.10000000 0.22857143 0.18181818 0.05128205 molpar 0.04347826 0.00000000 0.02857143 0.06060606 0.00000000 oenbra 0.00000000 0.06666667 0.05714286 0.03030303 0.10256410 oencae 0.04347826 0.03333333 0.08571429 0.00000000 0.05128205 oencor 0.04347826 0.00000000 0.02857143 0.03030303 0.05128205 oenfla 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 oenlav 0.13043478 0.16666667 0.14285714 0.09090909 0.17948718 opueri 0.08695652 0.03333333 0.05714286 0.12121212 0.17948718 orofas 0.00000000 0.03333333 0.02857143 0.03030303 0.00000000 pedcan 0.21739130 0.26666667 0.14285714 0.21212121 0.23076923 pedsim 0.00000000 0.00000000 0.02857143 0.03030303 0.02564103 pencae 0.13043478 0.13333333 0.02857143 0.15151515 0.17948718 pencom 0.04347826 0.10000000 0.17142857 0.09090909 0.05128205 penlei 0.00000000 0.00000000 0.00000000 0.03030303 0.00000000 penuta 0.04347826 0.00000000 0.00000000 0.00000000 0.00000000 phllon 0.00000000 0.03333333 0.00000000 0.03030303 0.07692308 phycha 0.00000000 0.10000000 0.02857143 0.03030303 0.00000000 potcon 0.04347826 0.03333333 0.00000000 0.00000000 0.00000000 potcri 0.04347826 0.03333333 0.00000000 0.00000000 0.05128205 potgra 0.00000000 0.03333333 0.05714286 0.00000000 0.02564103 pteand 0.08695652 0.03333333 0.02857143 0.03030303 0.05128205 pyrvir 0.00000000 0.00000000 0.00000000 0.03030303 0.00000000 salibe 0.00000000 0.00000000 0.00000000 0.03030303 0.00000000 sclwhi 0.00000000 0.06666667 0.00000000 0.03030303 0.00000000 senmul 0.39130435 0.53333333 0.45714286 0.48484848 0.46153846 sphcoc 0.17391304 0.00000000 0.11428571 0.06060606 0.07692308 stapin 0.00000000 0.00000000 0.02857143 0.00000000 0.00000000 steten 0.08695652 0.03333333 0.02857143 0.03030303 0.00000000 strcor 0.00000000 0.00000000 0.00000000 0.03030303 0.00000000 swerad 0.08695652 0.20000000 0.22857143 0.15151515 0.10256410 taroff 0.04347826 0.06666667 0.00000000 0.00000000 0.05128205 thafen 0.04347826 0.03333333 0.00000000 0.00000000 0.00000000 towmin 0.04347826 0.00000000 0.00000000 0.00000000 0.02564103 tradub 0.13043478 0.00000000 0.08571429 0.03030303 0.07692308 valacu 0.00000000 0.03333333 0.00000000 0.00000000 0.00000000 vicame 0.00000000 0.00000000 0.02857143 0.00000000 0.00000000$relabu
1          2          3          4          5
junost   0.00000000 0.28706625 0.49211356 0.00000000 0.22082019
ameuta   0.16240831 0.20752173 0.42690184 0.07546245 0.12770568
arcpat   0.17208313 0.20389243 0.22873647 0.19462460 0.20066337
arttri   0.34460782 0.14226118 0.13935789 0.29560764 0.07816548
atrcan   0.40620714 0.06228509 0.21354890 0.19817985 0.11977903
berfre   0.24232360 0.44587542 0.00000000 0.16889220 0.14290879
ceamar   0.23436546 0.16684589 0.26401987 0.18668071 0.14808807
cerled   0.00000000 0.18990704 0.00000000 0.51792829 0.29216467
cermon   0.05426955 0.20803327 0.21397707 0.28368173 0.24003838
chrdep   0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
chrnau   0.00000000 0.00000000 0.00000000 0.54166667 0.45833333
chrpar   0.10396436 0.39853003 0.06831943 0.00000000 0.42918618
chrvis   0.16682738 0.16444413 0.26624287 0.14949466 0.25299096
eurlan   0.10829309 0.08302471 0.35582017 0.45286203 0.00000000
juncom   0.17066898 0.33365785 0.23832703 0.11895110 0.13839504
pacmyr   0.25487816 0.19540659 0.14888121 0.21711843 0.18371560
pruvir   0.00000000 0.53846154 0.46153846 0.00000000 0.00000000
purtri   0.14307965 0.20841935 0.19744991 0.18947214 0.26157895
quegam   0.06135972 0.14112736 0.30241577 0.27797813 0.21711901
rhutri   0.00000000 0.52380952 0.00000000 0.47619048 0.00000000
ribcer   0.31401435 0.13756819 0.11791559 0.21885849 0.21164337
roswoo   0.00000000 0.00000000 0.32038835 0.67961165 0.00000000
samcoe   0.14288705 0.21909348 0.46948603 0.00000000 0.16853344
shearg   0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
sherot   0.00000000 0.38683499 0.00000000 0.11722272 0.49594229
symore   0.22171590 0.22664292 0.15541229 0.19573707 0.20049182
arcuva   0.00000000 0.00000000 0.00000000 0.00000000 1.00000000
artarb   0.17416599 0.21512725 0.22890387 0.10790082 0.27390207
artfri   0.20680916 0.36995861 0.09060211 0.04804657 0.28458355
artpyg   0.00000000 0.00000000 0.65346535 0.34653465 0.00000000
atrcon   0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
berrep   0.18050943 0.23065094 0.19770080 0.17823027 0.21290856
ericor   0.00000000 0.00000000 0.15272339 0.16197935 0.68529726
gutsar   0.11623721 0.08911520 0.15276891 0.16202763 0.47985106
tetcan   0.10616509 0.16278648 0.20929690 0.27131080 0.25044073
agrcri   0.42478853 0.00000000 0.27914675 0.29606473 0.00000000
agrdas   0.50754501 0.06485297 0.27794131 0.00000000 0.14966071
agrscr   1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
agrsmi   0.40059562 0.19195207 0.09871821 0.27920301 0.02953109
bougra   0.12257168 0.23492905 0.24164131 0.25628624 0.14457172
broano   0.36903135 0.22633923 0.04850126 0.05144073 0.30468742
brocil   0.00000000 0.56521739 0.00000000 0.00000000 0.43478261
broine   0.41772152 0.00000000 0.00000000 0.58227848 0.00000000
carrss   0.27989822 0.19592875 0.16793893 0.16963528 0.18659881
elysal   0.00000000 0.00000000 0.37998229 0.33584293 0.28417479
fesovi   0.00000000 0.70000000 0.30000000 0.00000000 0.00000000
hiljam   0.00000000 0.52380952 0.00000000 0.47619048 0.00000000
junbal   0.28238547 0.28866070 0.00000000 0.26241882 0.16653502
koenit   0.21416590 0.26271017 0.19703263 0.14926714 0.17682415
muhmon   0.16749541 0.19261972 0.11006841 0.23347844 0.29633803
muhric   0.26400000 0.00000000 0.00000000 0.73600000 0.00000000
oryhym   0.24875952 0.14303672 0.22477199 0.10836115 0.27507062
orymic   0.00000000 0.27598566 0.47311828 0.25089606 0.00000000
phlpra   0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
poacom   0.00000000 0.00000000 0.00000000 0.00000000 1.00000000
poafen   0.19946426 0.28399912 0.29960346 0.09930039 0.11763277
poanev   0.08348879 0.32004037 0.05486406 0.00000000 0.54160678
poapra   0.17716605 0.00000000 0.05821170 0.55565716 0.20896509
sithys   0.20225259 0.17056635 0.27910858 0.16915672 0.17891576
sticom   0.16391214 0.19421105 0.28397246 0.15578426 0.20212010
stilet   0.00000000 0.00000000 0.48529412 0.51470588 0.00000000
stipin   0.11855929 0.27268636 0.23373116 0.16526446 0.20975874
achmil   0.30036959 0.11514167 0.09869286 0.27913133 0.20666454
agogla   0.25981479 0.19919134 0.11382362 0.12072202 0.30644822
anemul   0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
antros   1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
antros.1 0.19744758 0.15137648 0.25950253 0.27522996 0.11644345
apoand   0.00000000 0.37702448 0.16158192 0.17137476 0.29001883
arahol   0.00000000 0.00000000 0.65346535 0.34653465 0.00000000
arapen   0.62903226 0.00000000 0.00000000 0.00000000 0.37096774
arefen   0.60344828 0.00000000 0.39655172 0.00000000 0.00000000
artcar   0.00000000 0.00000000 0.00000000 1.00000000 0.00000000
artlud   0.50682261 0.19428200 0.00000000 0.00000000 0.29889539
astagr   0.34434914 0.00000000 0.45257316 0.00000000 0.20307770
astchi   1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
astcon   0.27555178 0.14083757 0.12071792 0.19205124 0.27084149
asthum   0.26558417 0.30542179 0.08726337 0.18510412 0.15662656
astken   0.00000000 0.00000000 0.58579882 0.41420118 0.00000000
astmeg   0.13912633 0.31999055 0.18285174 0.19393367 0.16409772
astmis   0.14339970 0.36646590 0.03141136 0.23320557 0.22551747
astten   0.00000000 0.00000000 0.00000000 1.00000000 0.00000000
balsag   0.72289157 0.27710843 0.00000000 0.00000000 0.00000000
calnut   0.21804835 0.20896300 0.28657783 0.18996636 0.09644446
caschr   0.09547974 0.21960339 0.43920678 0.13309296 0.11261712
caslin   0.30304437 0.18586721 0.19914344 0.16897019 0.14297478
chadou   0.45862207 0.08790256 0.22603516 0.15982284 0.06761736
cirneo   0.27984344 0.00000000 0.00000000 0.39008480 0.33007175
compal   0.00000000 0.00000000 0.81675393 0.00000000 0.18324607
corkin   0.29810076 0.17140794 0.14692109 0.20776720 0.17580301
creint   0.00000000 0.00000000 0.00000000 0.54166667 0.45833333
crycon   0.15640951 0.23982791 0.00000000 0.32703806 0.27672452
cympur   0.00000000 0.53846154 0.46153846 0.00000000 0.00000000
dessop   1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
drasub   0.24854642 0.28582838 0.12249788 0.08661466 0.25651265
echtri   0.00000000 0.00000000 0.00000000 1.00000000 0.00000000
eriala   0.05255476 0.16116793 0.27628788 0.29303260 0.21695683
erican   0.32775255 0.00000000 0.21538025 0.45686720 0.00000000
erieat   0.00000000 0.00000000 0.00000000 1.00000000 0.00000000
erifla   0.00000000 0.22499438 0.19285233 0.40908069 0.17307260
eripan   0.33183420 0.25440622 0.21806248 0.00000000 0.19569709
eripum   0.00000000 0.28141692 0.48242901 0.12791678 0.10823728
erirac   0.22915617 0.23424853 0.20078446 0.13309576 0.20271508
erisub   1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
eriumb   0.38162248 0.29257723 0.25078049 0.00000000 0.07501980
eupfen   0.12172038 0.09331896 0.39993839 0.16967083 0.21535144
euplur   0.22228020 0.21301853 0.21910477 0.11619192 0.22940457
euprob   0.19744758 0.15137648 0.25950253 0.27522996 0.11644345
fraves   0.00000000 0.52380952 0.00000000 0.47619048 0.00000000
genaff   1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
gerfre   0.00000000 0.31048387 0.26612903 0.42338710 0.00000000
gerric   1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
gilcon   0.22024606 0.08442766 0.21709969 0.15350483 0.32472176
haparm   0.00000000 0.12759720 0.32810707 0.34799235 0.19630338
heddru   0.00000000 0.00000000 0.00000000 0.00000000 1.00000000
hymaca   0.17307958 0.26538869 0.22747602 0.18094684 0.15310886
hymfil   0.07932441 0.24326152 0.26063734 0.27643355 0.14034318
hymric   0.12895773 0.09886759 0.22598307 0.41943828 0.12675333
ipoagg   0.00000000 0.00000000 0.32038835 0.67961165 0.00000000
irimis   0.00000000 0.00000000 0.00000000 0.54166667 0.45833333
ivesab   0.00000000 0.00000000 0.00000000 0.00000000 1.00000000
leppun   0.24655172 0.18902299 0.28353448 0.17183908 0.10905172
lesint   0.07680916 0.17666107 0.25237295 0.26766828 0.22648855
leueri   0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
ligpor   0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
linkin   0.33845772 0.17298950 0.22241508 0.00000000 0.26613770
linlew   0.22345953 0.21414872 0.11013363 0.15574452 0.29651361
litinc   0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
litmul   0.19043512 0.07300013 0.31285770 0.19909126 0.22461578
lotuta   0.28846847 0.18429930 0.18956499 0.16754482 0.17012243
lupkin   0.33208741 0.00000000 0.43645773 0.23145486 0.00000000
lupser   0.41839080 0.32076628 0.13747126 0.00000000 0.12337165
lyggra   0.51593506 0.00000000 0.00000000 0.17979555 0.30426939
lygspi   0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
macgri   0.13406220 0.15417153 0.35239207 0.28031187 0.07906232
molpar   0.32775255 0.00000000 0.21538025 0.45686720 0.00000000
oenbra   0.00000000 0.25973015 0.22262584 0.11805916 0.39958485
oencae   0.20335196 0.15590317 0.40089385 0.00000000 0.23985102
oencor   0.28299753 0.00000000 0.18596981 0.19724070 0.33379196
oenfla   1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
oenlav   0.17538907 0.26892991 0.19209279 0.12224087 0.24134736
opueri   0.18186718 0.06971575 0.11951272 0.25351183 0.37539252
orofas   0.00000000 0.36150235 0.30985915 0.32863850 0.00000000
pedcan   0.20320637 0.24926648 0.13353561 0.19828016 0.21571138
pedsim   0.00000000 0.00000000 0.33806147 0.35855004 0.30338849
pencae   0.20925079 0.21390081 0.04583589 0.24306910 0.28794340
pencom   0.09511803 0.21877148 0.37503682 0.19888316 0.11219050
penlei   0.00000000 0.00000000 0.00000000 1.00000000 0.00000000
penuta   1.00000000 0.00000000 0.00000000 0.00000000 0.00000000
phllon   0.00000000 0.23714760 0.00000000 0.21558872 0.54726368
phycha   0.00000000 0.62942779 0.17983651 0.19073569 0.00000000
potcon   0.56603774 0.43396226 0.00000000 0.00000000 0.00000000
potcri   0.33942559 0.26022628 0.00000000 0.00000000 0.40034813
potgra   0.00000000 0.28706625 0.49211356 0.00000000 0.22082019
pteand   0.37733952 0.14464682 0.12398299 0.13149711 0.22253357
pyrvir   0.00000000 0.00000000 0.00000000 1.00000000 0.00000000
salibe   0.00000000 0.00000000 0.00000000 1.00000000 0.00000000
sclwhi   0.00000000 0.68750000 0.00000000 0.31250000 0.00000000
senmul   0.16807397 0.22907859 0.19635308 0.20825327 0.19824109
sphcoc   0.40850751 0.00000000 0.26844779 0.14235868 0.18068602
stapin   0.00000000 0.00000000 1.00000000 0.00000000 0.00000000
steten   0.48534510 0.18604895 0.15947053 0.16913541 0.00000000
strcor   0.00000000 0.00000000 0.00000000 1.00000000 0.00000000
swerad   0.11298819 0.25987283 0.29699752 0.19687335 0.13326812
taroff   0.26933702 0.41298343 0.00000000 0.00000000 0.31767956
thafen   0.56603774 0.43396226 0.00000000 0.00000000 0.00000000
towmin   0.62903226 0.00000000 0.00000000 0.00000000 0.37096774
tradub   0.57484319 0.00000000 0.18887705 0.06677471 0.16950504
valacu   0.00000000 1.00000000 0.00000000 0.00000000 0.00000000
vicame   0.00000000 0.00000000 1.00000000 0.00000000 0.00000000

$indval 1 2 3 4 5 junost 0.000000000 0.009568875 0.0281207751 0.000000000 0.0056620561 ameuta 0.021183692 0.034586955 0.1097747587 0.004573482 0.0130980183 arcpat 0.074818752 0.108742632 0.1111005715 0.094363441 0.0771782188 arttri 0.059931794 0.009484078 0.0079633078 0.026873422 0.0080169724 atrcan 0.052983540 0.002076170 0.0183041910 0.024021799 0.0061425142 berfre 0.010535808 0.044587542 0.0000000000 0.005117946 0.0036643279 ceamar 0.081518422 0.066738355 0.1206947967 0.062226905 0.0455655590 cerled 0.000000000 0.006330235 0.0000000000 0.031389593 0.0149828038 cermon 0.002359546 0.048541096 0.0489090455 0.077367744 0.0492386430 chrdep 0.000000000 0.000000000 0.0285714286 0.000000000 0.0000000000 chrnau 0.000000000 0.000000000 0.0000000000 0.016414141 0.0117521368 chrpar 0.004520189 0.026568669 0.0019519838 0.000000000 0.0330143218 chrvis 0.043520185 0.038370296 0.0684624529 0.036241130 0.0713564259 eurlan 0.004708395 0.002767490 0.0203325810 0.027446184 0.0000000000 juncom 0.051942732 0.111219283 0.0544747508 0.018022895 0.0319373158 pacmyr 0.099734933 0.058621977 0.0340299914 0.072372812 0.0518172201 pruvir 0.000000000 0.017948718 0.0131868132 0.000000000 0.0000000000 purtri 0.043545980 0.083367741 0.0733385394 0.080382120 0.1207287441 quegam 0.005335628 0.009408491 0.0518427036 0.058965058 0.0334029254 rhutri 0.000000000 0.017460317 0.0000000000 0.014430014 0.0000000000 ribcer 0.081916788 0.018342426 0.0134760678 0.046424528 0.0434140253 roswoo 0.000000000 0.000000000 0.0091539528 0.041188585 0.0000000000 samcoe 0.006212480 0.014606232 0.0536555458 0.000000000 0.0086427408 shearg 0.000000000 0.000000000 0.0285714286 0.000000000 0.0000000000 sherot 0.000000000 0.025788999 0.0000000000 0.003552204 0.0508658759 symore 0.115677862 0.120876225 0.0666052670 0.106765674 0.1028163159 arcuva 0.000000000 0.000000000 0.0000000000 0.000000000 0.0256410256 artarb 0.030289737 0.050196359 0.0719412172 0.013078887 0.0772544301 artfri 0.026975108 0.049327815 0.0051772634 0.001455957 0.0291880561 artpyg 0.000000000 0.000000000 0.0186704385 0.010501050 0.0000000000 atrcon 0.000000000 0.000000000 0.0285714286 0.000000000 0.0000000000 berrep 0.062785889 0.115325469 0.0960261048 0.064811007 0.0873471008 ericor 0.000000000 0.000000000 0.0043635254 0.004908465 0.0702868983 gutsar 0.005053792 0.002970507 0.0087296519 0.009819856 0.0861271125 tetcan 0.013847621 0.032557295 0.0478392913 0.057550775 0.0706371302 agrcri 0.018469066 0.000000000 0.0079756213 0.008971658 0.0000000000 agrdas 0.044134348 0.002161766 0.0317647215 0.000000000 0.0115123621 agrscr 0.043478261 0.000000000 0.0000000000 0.000000000 0.0000000000 agrsmi 0.052251603 0.012796805 0.0084615606 0.033842789 0.0007572074 bougra 0.010658407 0.039154842 0.0414242245 0.023298749 0.0148278691 broano 0.032089683 0.022633923 0.0013857504 0.001558810 0.0312499921 brocil 0.000000000 0.037681159 0.0000000000 0.000000000 0.0222965440 broine 0.018161805 0.000000000 0.0000000000 0.035289605 0.0000000000 carrss 0.158203341 0.111026293 0.0959651036 0.082247410 0.1004762837 elysal 0.000000000 0.000000000 0.0325699102 0.020354117 0.0218595989 fesovi 0.000000000 0.046666667 0.0085714286 0.000000000 0.0000000000 hiljam 0.000000000 0.017460317 0.0000000000 0.014430014 0.0000000000 junbal 0.024555258 0.009622023 0.0000000000 0.015904171 0.0085402574 koenit 0.046557805 0.061299040 0.0337770221 0.018092987 0.0317376687 muhmon 0.014564818 0.012841314 0.0031448117 0.007075104 0.0151968218 muhric 0.011478261 0.000000000 0.0000000000 0.022303030 0.0000000000 oryhym 0.086525049 0.028607344 0.0642205689 0.016418356 0.0987432990 orymic 0.000000000 0.009199522 0.0270353303 0.007602911 0.0000000000 phlpra 0.000000000 0.033333333 0.0000000000 0.000000000 0.0000000000 poacom 0.000000000 0.000000000 0.0000000000 0.000000000 0.0512820513 poafen 0.034689437 0.075733098 0.0941610883 0.012036411 0.0211135741 poanev 0.003629947 0.021336025 0.0015675447 0.000000000 0.0416620598 poapra 0.007702872 0.000000000 0.0016631915 0.050514287 0.0053580791 sithys 0.061555137 0.045484361 0.0877198394 0.035881727 0.0642261690 sticom 0.028506459 0.038842210 0.0811349876 0.028324411 0.0362779658 stilet 0.000000000 0.000000000 0.0138655462 0.015597148 0.0000000000 stipin 0.005154752 0.027268636 0.0200340997 0.010016028 0.0107568583 achmil 0.078357283 0.011514167 0.0084593883 0.067668202 0.0370936361 agogla 0.033888886 0.019919134 0.0065042071 0.007316486 0.0471458796 anemul 0.000000000 0.033333333 0.0000000000 0.000000000 0.0000000000 antros 0.086956522 0.000000000 0.0000000000 0.000000000 0.0000000000 antros.1 0.008584677 0.005045883 0.0148287163 0.016680604 0.0029857294 apoand 0.000000000 0.025134965 0.0046166263 0.005193175 0.0148727606 arahol 0.000000000 0.000000000 0.0373408769 0.010501050 0.0000000000 arapen 0.027349229 0.000000000 0.0000000000 0.000000000 0.0095119934 arefen 0.026236882 0.000000000 0.0113300493 0.000000000 0.0000000000 artcar 0.000000000 0.000000000 0.0000000000 0.030303030 0.0000000000 artlud 0.044071531 0.006476067 0.0000000000 0.000000000 0.0153279685 astagr 0.014971702 0.000000000 0.0258613233 0.000000000 0.0052071205 astchi 0.043478261 0.000000000 0.0000000000 0.000000000 0.0000000000 astcon 0.035941536 0.009389172 0.0068981669 0.017459203 0.0347232679 asthum 0.023094275 0.030542179 0.0024932391 0.011218431 0.0080321312 astken 0.000000000 0.000000000 0.0502113271 0.025103102 0.0000000000 astmeg 0.006048971 0.031999055 0.0104486710 0.011753556 0.0084152676 astmis 0.018704308 0.122155298 0.0008974675 0.049467848 0.0462599947 astten 0.000000000 0.000000000 0.0000000000 0.030303030 0.0000000000 balsag 0.031430068 0.009236948 0.0000000000 0.000000000 0.0000000000 calnut 0.037921452 0.034827167 0.0655035036 0.028782782 0.0074188047 caschr 0.004151293 0.021960339 0.0878413567 0.008066240 0.0057752371 caslin 0.065879211 0.024782295 0.0284490633 0.020481236 0.0146640800 chadou 0.079760360 0.002930085 0.0193744426 0.009686233 0.0017337784 cirneo 0.012167106 0.000000000 0.0000000000 0.023641503 0.0169267567 compal 0.000000000 0.000000000 0.0933433059 0.000000000 0.0046986173 corkin 0.051843611 0.017140794 0.0125932363 0.025183903 0.0180310783 creint 0.000000000 0.000000000 0.0000000000 0.016414141 0.0117521368 crycon 0.006800413 0.015988528 0.0000000000 0.029730733 0.0212865012 cympur 0.000000000 0.017948718 0.0131868132 0.000000000 0.0000000000 dessop 0.043478261 0.000000000 0.0000000000 0.000000000 0.0000000000 drasub 0.043225465 0.057165677 0.0104998182 0.005249373 0.0460407326 echtri 0.000000000 0.000000000 0.0000000000 0.030303030 0.0000000000 eriala 0.002284990 0.021489057 0.0631515155 0.071038206 0.0389409693 erican 0.014250111 0.000000000 0.0061537214 0.027688921 0.0000000000 erieat 0.000000000 0.000000000 0.0000000000 0.030303030 0.0000000000 erifla 0.000000000 0.014999625 0.0110201329 0.049585538 0.0088755180 eripan 0.014427574 0.008480207 0.0062303565 0.000000000 0.0050178742 eripum 0.000000000 0.018761128 0.0551347444 0.003876266 0.0027753148 erirac 0.059779872 0.062466276 0.0458935903 0.020166024 0.0467804024 erisub 0.043478261 0.000000000 0.0000000000 0.000000000 0.0000000000 eriumb 0.049776845 0.029257723 0.0214954702 0.000000000 0.0019235847 eupfen 0.005292190 0.003110632 0.0571340557 0.010283081 0.0165654954 euplur 0.038657427 0.035503088 0.0375608182 0.010562902 0.0411751792 euprob 0.008584677 0.005045883 0.0148287163 0.016680604 0.0029857294 fraves 0.000000000 0.017460317 0.0000000000 0.014430014 0.0000000000 genaff 0.043478261 0.000000000 0.0000000000 0.000000000 0.0000000000 gerfre 0.000000000 0.020698925 0.0152073733 0.038489736 0.0000000000 gerric 0.043478261 0.000000000 0.0000000000 0.000000000 0.0000000000 gilcon 0.019151832 0.002814255 0.0186085449 0.009303323 0.0416309947 haparm 0.000000000 0.004253240 0.0281234635 0.031635668 0.0100668399 heddru 0.000000000 0.000000000 0.0000000000 0.000000000 0.0256410256 hymaca 0.015050399 0.035385159 0.0259972598 0.016449712 0.0117776048 hymfil 0.003448887 0.032434869 0.0372339061 0.041883870 0.0107956296 hymric 0.016820574 0.009886759 0.0516532736 0.165233261 0.0162504264 ipoagg 0.000000000 0.000000000 0.0091539528 0.041188585 0.0000000000 irimis 0.000000000 0.000000000 0.0000000000 0.016414141 0.0117521368 ivesab 0.000000000 0.000000000 0.0000000000 0.000000000 0.0256410256 leppun 0.042878561 0.025203065 0.0567068966 0.020828979 0.0083885942 lesint 0.003339529 0.017666107 0.0360532786 0.040555800 0.0290369930 leueri 0.000000000 0.033333333 0.0000000000 0.000000000 0.0000000000 ligpor 0.000000000 0.033333333 0.0000000000 0.000000000 0.0000000000 linkin 0.044146660 0.011532634 0.0190641493 0.000000000 0.0204721306 linlew 0.038862527 0.035691453 0.0094400250 0.018878124 0.0684262170 litinc 0.000000000 0.033333333 0.0000000000 0.000000000 0.0000000000 litmul 0.016559576 0.002433338 0.0446939571 0.018099206 0.0230375164 lotuta 0.075252643 0.030716550 0.0324968557 0.025385578 0.0261726813 lupkin 0.014438583 0.000000000 0.0249404420 0.007013784 0.0000000000 lupser 0.036381809 0.021384419 0.0039277504 0.000000000 0.0031633756 lyggra 0.044863918 0.000000000 0.0000000000 0.005448350 0.0156035586 lygspi 0.000000000 0.000000000 0.0285714286 0.000000000 0.0000000000 macgri 0.011657583 0.015417153 0.0805467590 0.050965795 0.0040544781 molpar 0.014250111 0.000000000 0.0061537214 0.027688921 0.0000000000 oenbra 0.000000000 0.017315343 0.0127214768 0.003577550 0.0409830612 oencae 0.008841389 0.005196772 0.0343623304 0.000000000 0.0123000525 oencor 0.012304240 0.000000000 0.0053134230 0.005976991 0.0171175364 oenfla 0.043478261 0.000000000 0.0000000000 0.000000000 0.0000000000 oenlav 0.022876835 0.044821652 0.0274418276 0.011112806 0.0433187561 opueri 0.015814538 0.002323858 0.0068292983 0.030728707 0.0673781440 orofas 0.000000000 0.012050078 0.0088531187 0.009958742 0.0000000000 pedcan 0.044175298 0.066471062 0.0190765164 0.042059427 0.0497795488 pedsim 0.000000000 0.000000000 0.0096588990 0.010865153 0.0077791922 pencae 0.027293582 0.028520108 0.0013095968 0.036828652 0.0516821489 pencom 0.004135567 0.021877148 0.0642920265 0.018080288 0.0057533591 penlei 0.000000000 0.000000000 0.0000000000 0.030303030 0.0000000000 penuta 0.043478261 0.000000000 0.0000000000 0.000000000 0.0000000000 phllon 0.000000000 0.007904920 0.0000000000 0.006532992 0.0420972063 phycha 0.000000000 0.062942779 0.0051381861 0.005779870 0.0000000000 potcon 0.024610336 0.014465409 0.0000000000 0.000000000 0.0000000000 potcri 0.014757634 0.008674209 0.0000000000 0.000000000 0.0205306733 potgra 0.000000000 0.009568875 0.0281207751 0.000000000 0.0056620561 pteand 0.032812133 0.004821561 0.0035423710 0.003984761 0.0114119777 pyrvir 0.000000000 0.000000000 0.0000000000 0.030303030 0.0000000000 salibe 0.000000000 0.000000000 0.0000000000 0.030303030 0.0000000000 sclwhi 0.000000000 0.045833333 0.0000000000 0.009469697 0.0000000000 senmul 0.065768075 0.122175250 0.0897614082 0.100971281 0.0914958880 sphcoc 0.071044785 0.000000000 0.0306797479 0.008627799 0.0138989242 stapin 0.000000000 0.000000000 0.0285714286 0.000000000 0.0000000000 steten 0.042203922 0.006201632 0.0045563009 0.005125316 0.0000000000 strcor 0.000000000 0.000000000 0.0000000000 0.030303030 0.0000000000 swerad 0.009825060 0.051974565 0.0678851467 0.029829296 0.0136685248 taroff 0.011710305 0.027532228 0.0000000000 0.000000000 0.0162912594 thafen 0.024610336 0.014465409 0.0000000000 0.000000000 0.0000000000 towmin 0.027349229 0.000000000 0.0000000000 0.000000000 0.0095119934 tradub 0.074979547 0.000000000 0.0161894613 0.002023476 0.0130388495 valacu 0.000000000 0.033333333 0.0000000000 0.000000000 0.0000000000 vicame 0.000000000 0.000000000 0.0285714286 0.000000000 0.0000000000$maxcls
junost   ameuta   arcpat   arttri   atrcan   berfre   ceamar   cerled
3        3        3        1        1        2        3        4
cermon   chrdep   chrnau   chrpar   chrvis   eurlan   juncom   pacmyr
4        3        4        5        5        4        2        1
pruvir   purtri   quegam   rhutri   ribcer   roswoo   samcoe   shearg
2        5        4        2        1        4        3        3
sherot   symore   arcuva   artarb   artfri   artpyg   atrcon   berrep
5        2        5        5        2        3        3        2
ericor   gutsar   tetcan   agrcri   agrdas   agrscr   agrsmi   bougra
5        5        5        1        1        1        1        3
broano   brocil   broine   carrss   elysal   fesovi   hiljam   junbal
1        2        4        1        3        2        2        1
koenit   muhmon   muhric   oryhym   orymic   phlpra   poacom   poafen
2        5        4        5        3        2        5        3
poanev   poapra   sithys   sticom   stilet   stipin   achmil   agogla
5        4        3        3        4        2        1        5
anemul   antros antros.1   apoand   arahol   arapen   arefen   artcar
2        1        4        2        3        1        1        4
artlud   astagr   astchi   astcon   asthum   astken   astmeg   astmis
1        3        1        1        2        3        2        2
astten   balsag   calnut   caschr   caslin   chadou   cirneo   compal
4        1        3        3        1        1        4        3
corkin   creint   crycon   cympur   dessop   drasub   echtri   eriala
1        4        4        2        1        2        4        4
erican   erieat   erifla   eripan   eripum   erirac   erisub   eriumb
4        4        4        1        3        2        1        1
eupfen   euplur   euprob   fraves   genaff   gerfre   gerric   gilcon
3        5        4        2        1        4        1        5
haparm   heddru   hymaca   hymfil   hymric   ipoagg   irimis   ivesab
4        5        2        4        4        4        4        5
leppun   lesint   leueri   ligpor   linkin   linlew   litinc   litmul
3        4        2        2        1        5        2        3
lotuta   lupkin   lupser   lyggra   lygspi   macgri   molpar   oenbra
1        3        1        1        3        3        4        5
oencae   oencor   oenfla   oenlav   opueri   orofas   pedcan   pedsim
3        5        1        2        5        2        2        4
pencae   pencom   penlei   penuta   phllon   phycha   potcon   potcri
5        3        4        1        5        2        1        5
potgra   pteand   pyrvir   salibe   sclwhi   senmul   sphcoc   stapin
3        1        4        4        2        2        1        3
1        4        3        2        1        1        1        2
vicame
3

$indcls junost ameuta arcpat arttri atrcan berfre ceamar 0.02812078 0.10977476 0.11110057 0.05993179 0.05298354 0.04458754 0.12069480 cerled cermon chrdep chrnau chrpar chrvis eurlan 0.03138959 0.07736774 0.02857143 0.01641414 0.03301432 0.07135643 0.02744618 juncom pacmyr pruvir purtri quegam rhutri ribcer 0.11121928 0.09973493 0.01794872 0.12072874 0.05896506 0.01746032 0.08191679 roswoo samcoe shearg sherot symore arcuva artarb 0.04118858 0.05365555 0.02857143 0.05086588 0.12087623 0.02564103 0.07725443 artfri artpyg atrcon berrep ericor gutsar tetcan 0.04932781 0.01867044 0.02857143 0.11532547 0.07028690 0.08612711 0.07063713 agrcri agrdas agrscr agrsmi bougra broano brocil 0.01846907 0.04413435 0.04347826 0.05225160 0.04142422 0.03208968 0.03768116 broine carrss elysal fesovi hiljam junbal koenit 0.03528960 0.15820334 0.03256991 0.04666667 0.01746032 0.02455526 0.06129904 muhmon muhric oryhym orymic phlpra poacom poafen 0.01519682 0.02230303 0.09874330 0.02703533 0.03333333 0.05128205 0.09416109 poanev poapra sithys sticom stilet stipin achmil 0.04166206 0.05051429 0.08771984 0.08113499 0.01559715 0.02726864 0.07835728 agogla anemul antros antros.1 apoand arahol arapen 0.04714588 0.03333333 0.08695652 0.01668060 0.02513497 0.03734088 0.02734923 arefen artcar artlud astagr astchi astcon asthum 0.02623688 0.03030303 0.04407153 0.02586132 0.04347826 0.03594154 0.03054218 astken astmeg astmis astten balsag calnut caschr 0.05021133 0.03199905 0.12215530 0.03030303 0.03143007 0.06550350 0.08784136 caslin chadou cirneo compal corkin creint crycon 0.06587921 0.07976036 0.02364150 0.09334331 0.05184361 0.01641414 0.02973073 cympur dessop drasub echtri eriala erican erieat 0.01794872 0.04347826 0.05716568 0.03030303 0.07103821 0.02768892 0.03030303 erifla eripan eripum erirac erisub eriumb eupfen 0.04958554 0.01442757 0.05513474 0.06246628 0.04347826 0.04977684 0.05713406 euplur euprob fraves genaff gerfre gerric gilcon 0.04117518 0.01668060 0.01746032 0.04347826 0.03848974 0.04347826 0.04163099 haparm heddru hymaca hymfil hymric ipoagg irimis 0.03163567 0.02564103 0.03538516 0.04188387 0.16523326 0.04118858 0.01641414 ivesab leppun lesint leueri ligpor linkin linlew 0.02564103 0.05670690 0.04055580 0.03333333 0.03333333 0.04414666 0.06842622 litinc litmul lotuta lupkin lupser lyggra lygspi 0.03333333 0.04469396 0.07525264 0.02494044 0.03638181 0.04486392 0.02857143 macgri molpar oenbra oencae oencor oenfla oenlav 0.08054676 0.02768892 0.04098306 0.03436233 0.01711754 0.04347826 0.04482165 opueri orofas pedcan pedsim pencae pencom penlei 0.06737814 0.01205008 0.06647106 0.01086515 0.05168215 0.06429203 0.03030303 penuta phllon phycha potcon potcri potgra pteand 0.04347826 0.04209721 0.06294278 0.02461034 0.02053067 0.02812078 0.03281213 pyrvir salibe sclwhi senmul sphcoc stapin steten 0.03030303 0.03030303 0.04583333 0.12217525 0.07104478 0.02857143 0.04220392 strcor swerad taroff thafen towmin tradub valacu 0.03030303 0.06788515 0.02753223 0.02461034 0.02734923 0.07497955 0.03333333 vicame 0.02857143$pval
junost   ameuta   arcpat   arttri   atrcan   berfre   ceamar   cerled
0.543    0.071    0.954    0.370    0.411    0.247    0.485    0.492
cermon   chrdep   chrnau   chrpar   chrvis   eurlan   juncom   pacmyr
0.567    0.738    0.789    0.594    0.913    0.671    0.250    0.580
pruvir   purtri   quegam   rhutri   ribcer   roswoo   samcoe   shearg
0.624    0.613    0.669    0.723    0.367    0.211    0.270    0.742
sherot   symore   arcuva   artarb   artfri   artpyg   atrcon   berrep
0.220    0.930    1.000    0.680    0.561    0.788    0.765    0.782
ericor   gutsar   tetcan   agrcri   agrdas   agrscr   agrsmi   bougra
0.090    0.079    0.800    0.704    0.470    0.132    0.474    0.913
broano   brocil   broine   carrss   elysal   fesovi   hiljam   junbal
0.802    0.233    0.363    0.483    0.694    0.145    0.724    0.806
koenit   muhmon   muhric   oryhym   orymic   phlpra   poacom   poafen
0.775    0.984    0.763    0.443    0.583    0.322    0.190    0.365
poanev   poapra   sithys   sticom   stilet   stipin   achmil   agogla
0.429    0.252    0.826    0.517    0.883    0.898    0.391    0.636
anemul   antros antros.1   apoand   arahol   arapen   arefen   artcar
0.348    0.018    0.974    0.639    0.310    0.269    0.307    0.539
artlud   astagr   astchi   astcon   asthum   astken   astmeg   astmis
0.259    0.626    0.130    0.852    0.759    0.163    0.711    0.070
astten   balsag   calnut   caschr   caslin   chadou   cirneo   compal
0.576    0.344    0.576    0.097    0.432    0.079    0.662    0.022
corkin   creint   crycon   cympur   dessop   drasub   echtri   eriala
0.587    0.796    0.692    0.593    0.139    0.668    0.532    0.551
erican   erieat   erifla   eripan   eripum   erirac   erisub   eriumb
0.571    0.517    0.391    0.887    0.278    0.901    0.144    0.357
eupfen   euplur   euprob   fraves   genaff   gerfre   gerric   gilcon
0.311    0.989    0.967    0.721    0.140    0.379    0.163    0.609
haparm   heddru   hymaca   hymfil   hymric   ipoagg   irimis   ivesab
0.632    1.000    0.846    0.851    0.010    0.247    0.802    1.000
leppun   lesint   leueri   ligpor   linkin   linlew   litinc   litmul
0.721    0.883    0.312    0.331    0.489    0.505    0.343    0.636
lotuta   lupkin   lupser   lyggra   lygspi   macgri   molpar   oenbra
0.501    0.651    0.521    0.209    0.789    0.220    0.566    0.450
oencae   oencor   oenfla   oenlav   opueri   orofas   pedcan   pedsim
0.522    0.925    0.145    0.886    0.219    0.941    0.787    1.000
pencae   pencom   penlei   penuta   phllon   phycha   potcon   potcri
0.645    0.229    0.534    0.132    0.357    0.089    0.421    0.820
potgra   pteand   pyrvir   salibe   sclwhi   senmul   sphcoc   stapin
0.559    0.603    0.563    0.561    0.164    0.830    0.144    0.741
0.373    0.545    0.520    0.508    0.439    0.274    0.101    0.337
vicame
0.768

\$error
[1] 0

attr(,"class")
[1] "indval"


labdsv documentation built on May 30, 2017, 12:46 a.m.