3

I am generating an .arff file using a Java program. The file has about 600 attributes.

I am unable to open the file in Weka Explorer. It says: "nominal value not declared in header, read Token[0], line 626."

Here is the first attribute line: @attribute vantuono numeric
Here are the first few chars of line 626: 0,0,0,0,1,0,0,0,0,1,0,1...

Why is WEKA unable to parse '0' as a numeric value?

Interestingly, this happens only in this file. I have other files with numeric attributes accepting '0' for a value.

srrvnn
  • 609
  • 1
  • 11
  • 20

5 Answers5

4

Are you sure that your declaration is correct? The WEKA FAQ says:

nominal value not declared in header, read Token[X], line Y

If you get this error message than you seem to have declared a nominal attribute in the ARFF header section, but Weka came across a value ("X") in the data (in line Y) for this particular attribute that wasn't listed as possible value. All nominal values that appear in the data must be declared in the header.

There is also a bug regarding sparse ARFF files

Sentry
  • 4,102
  • 2
  • 30
  • 38
  • I had a similar issue. It was a case of my feature vector array had an extra element and that was the cause of the problem. – Paul Aug 26 '14 at 18:04
0

Increase the memory to accommodate all the rows using -B #noOfRecords option.

java weka.core.converters.CSVLoader filename.csv filename.arff -B 33000

Nkarnati
  • 1
0

If you get this error, it's more likely that in your dataset (after the line @data), you kept the HEADER (column names) that you have already declared. Please remove that header line, and you should be good to go.

Mighty Warrior
  • 1
0

I got the same error. Then I saw that my program puts an extra Apostrophe. When I remove the Apostrophe it works

gocen
  • 103
  • 1
  • 10
0

I had such a problem and it costed me so you won't be costed Okay. Just put the class attribute last, and ensure the attributes are in order as in the text.

otsieno charles
  • 1