Displaying 20 results from an estimated 100 matches similar to: "how to handle missing values in the data?"
2005 Oct 06
1
how to use tune.knn() for dataset with missing values
Hi Everybody,
i again have the problem in using tune.knn(), its giving an error saying
missing values are not allowed.... again here is the script for
BreastCancer Data,
library(e1071)
library(mda)
trdata<-data.frame(train,row.names=NULL)
attach(trdata)
xtr <- subset(trdata, select = -Class)
ytr <- Class
bestpara <-tune.knn(xtr,ytr, k = 1:25, tunecontrol = tune.control(sampling
2005 Oct 24
2
Is 64-bit linux compatible version of 'R' available?
Hi,
Is there any 64-bit compatible version of 'R' available?
Thanks & Regards,
Uttam Phulwale
Tata Consultancy Services Limited
Mailto: uttam.phulwale@tcs.com
Website: http://www.tcs.com
[[alternative HTML version deleted]]
2005 Oct 05
1
prediction with nnet function for regression in R
Hi,
Good Day Everybody.....
Can anybody help me....
I am working with R ...and i am using nnet() function for regression, but
after trained model, i m getting all predictions as 0.999999 or 1.0000,
why is so, i dont understand?
can anybody suggest something...???
Thanks & Regards,
Uttam Phulwale
Tata Consultancy Services Limited
Mailto: uttam.phulwale@tcs.com
Website: http://www.tcs.com
2012 Feb 13
0
samba Digest, Vol 110, Issue 12
Hello Williams
Thanks for your prompt help, well valid user and write-list were define as
got to read but still got confused so can you share me the link of the
standard document or mail me that document so that i can go through it and
implement on the given scenario. Or if you can share any example
configuration then it will be great. I hope for help from you and all
experts.
Thank You
Regards
1999 Nov 03
3
Share problems
First off, here is my smb.conf file:
# Samba config file created using SWAT
# from gerrym (10.1.1.17)
# Date: 1999/11/03 10:53:06
# Global parameters
netbios name = PENGUIN
security = SERVER
encrypt passwords = Yes
smb passwd file = /usr/local/samba/bin/smbpasswd
log file = /usr/local/samba/lib/samba.log.%m
domain groups = adm
domain admin group = adm
domain admin users = gerrym, root,
2010 Jun 01
1
BreastCancer Dataset for Classification in kknn
Dear All,
I'm getting a error while trying to apply the BreastCancer dataset
(package=mlbench) to kknn (package=kknn) that I don't understand as I'm new
to R.
The codes are as follow:
rm = (list = ls())
library(mlbench)
data(BreastCancer)
library(kknn)
BCancer = na.omit(BreastCancer)
d = dim(BCancer)[1]
i1 = seq(1, d, 2)
i2 = seq(2, d, 2)
t1 = BCancer[i1, ]
t2 =
2011 Feb 17
1
missing values in party::ctree
After ctree builds a tree, how would I determine the direction missing values follow by examining the BinaryTree-class object? For instance in the example below Bare.nuclei has 16 missing values and is used for the first split, but the missing values are not listed in either set of factors. (I have the same question for missing values among numeric [non-factor] values, but I assume the answer
2005 Apr 12
7
Samba question
1. Does anyone know what may be happening here? When I try to map a
drive from a PC, I get the following error: "The account is not
authorized to log in from this station.". I can map the drive just fine
from my PC. Does anyone know what may be going on here? Any help would
be greatly appreciated.
2. Also, whenever I use SWAT, it takes a long time for the
information to be
2009 Apr 01
0
smv() in "e1071" and the BreastCancer data from "mlbench"
R-help,
I am trying to perform a basic anlaysis of the BreastCancer data from
"mlbench" using the svm() function in "e1071". I use the following code
library("e1071")
library("mlbench")
data(BreastCancer)
BC <- subset(BreastCancer, select=-Id)
pairs(BC)
model <- svm(Class ~ ., data=BC, cross=10)
## plot(model, BC, )
tobj <- tune.svm(Class ~ .,
2009 Nov 16
3
Sum over indexed value
I am sure this is easy but I am not finding a function to do this.
I have two columns in a matrix. The first column contains multiple entries
of numbers from 1 to 100 (i.e. 10 ones, 8 twos etc.). The second column
contains unique numbers. I want to sum the numbers in column two based on
the indexed values in column one (e.g. sum of all values in column two
associated with the value 1 in column
2010 Apr 30
0
ROC curve in randomForest
require(randomForest)
rf.pred<-predict(fit, valid, type="prob")
> rf.pred[1:20, ]
0 1
16 0.0000 1.0000
23 0.3158 0.6842
43 0.3030 0.6970
52 0.0886 0.9114
55 0.1216 0.8784
75 0.0920 0.9080
82 0.4332 0.5668
120 0.2302 0.7698
128 0.1336 0.8664
147 0.4272 0.5728
148 0.0490 0.9510
153 0.0556 0.9444
161 0.0760 0.9240
162 0.4564 0.5436
172 0.5148 0.4852
176 0.1730
1999 Dec 13
0
Logon scripts w/samba
I have a logon script for windows clients to preform net time w/my samba
server when they logon. The script is called gerry.bat and it is located
in the logon directory.
But, when any user logs on.... The script is never called. I've attached
my smb.conf file. (by the way Im running RH6.0 on an AMD K-7 w/Samba
2.0.5a. THANKS IN ADVANCE!!!!
# Samba config file created using SWAT
# from
2009 Mar 11
0
problem with rfImpute (package randomForest)
Hello everybody,
this is my first request about R so I am sorry if I send it to a bad mail or if I am not very clear.
So my problem is about the use of rfImpute from randomForest package. I am interested in imputations of missing values and I read that randomForest can make it. So i write the following code :
set.seed(100);
library(mlbench)
library(randomForest)
data(BreastCancer)
2006 Jan 18
0
Loading of namespace on load of .Rdata (was strange behaviourof load)
Apologies - I was not trying to correct you Brian, but to explore how the situation could arise. I'm sure you had a good idea why the namespace (or a reference to it) had been saved, but this was not clear to me and I thought, possibly not to others either.
Thanks for putting me right over parent environments vs. enclosures - again I was not trying to correct you with the point I made there,
2006 Jan 18
2
Loading of namespace on load of .Rdata (was strange behaviour of load)
Last week Giovanni Parrinello posted a message asking why various packages were loaded when he loaded an .Rdata file. Brian Ripley replied saying he thought it was because the saved workspace contained a reference to the namespace of ipred. (Correspondence copied below).
This begs the question: how did the reference to the namespace of ipred come to be in the .Rdata file? Brian did say it is
2006 Jan 18
0
Loading of namespace on load of .Rdata (was strange behaviour of load)
Last week Giovanni Parrinello posted a message asking why various packages were loaded when he loaded an .Rdata file. Brian Ripley replied saying he thought it was because the saved workspace contained a reference to the namespace of ipred. (Correspondence copied below).
This begs the question: how did the reference to the namespace of ipred come to be in the .Rdata file? Brian did say it is
2009 Nov 16
8
extracting the last row of each group in a data frame
Hi,
I would like to extract the last row of each group in a data frame.
The data frame is as follows
Name Value
A 1
A 2
A 3
B 4
B 8
C 2
D 3
I would like to get a data frame as
Name Value
A 3
B 8
C 2
D 3
Thank you for your suggestions in advance
Jeff
2008 Apr 03
2
coding for categorical variables with unequal observations
Hi,
I am doing multiple regression, and have several X variables that are
categorical.
I read that I can use dummy or contrast codes for that, but are there
any special rules when there're unequal #observations in each groups (4
females vs 7 males in a "gender" variable)?
Also, can R generate these codes for me?
THanks.
2013 Aug 15
12
[Bug 845] New: checking for LIBNFNETLINK... configure: error: Package requirements (libnfnetlink >= 0.0.41) were not met:
https://bugzilla.netfilter.org/show_bug.cgi?id=845
Summary: checking for LIBNFNETLINK... configure: error: Package
requirements (libnfnetlink >= 0.0.41) were not met:
Product: libnetfilter_queue
Version: unspecified
Platform: i386
OS/Version: RedHat Linux
Status: NEW
Severity: normal
2018 Sep 20
3
A different error in sample()
Good day,
The use of "rounding" also doesn't make sense. If The number is halfway between two integers, it is rounded to the nearest even integer.
> round(2.5)
[1] 2
--------------------------------------
Dario Strbenac
University of Sydney
Camperdown NSW 2050
Australia