From 27efe19c140602065bb626c46042d9ae4204faf8 Mon Sep 17 00:00:00 2001 From: cjlin Date: Tue, 6 Nov 2012 14:29:11 +0000 Subject: [PATCH] faq and libsvm.jar for libsvm 3.13 release --- FAQ.html | 48 +++++++++++++++++++++++------------------------- java/libsvm.jar | Bin 50995 -> 51627 bytes 2 files changed, 23 insertions(+), 25 deletions(-) diff --git a/FAQ.html b/FAQ.html index 058c079e..4751c652 100644 --- a/FAQ.html +++ b/FAQ.html @@ -9,7 +9,7 @@

LIBSVM FAQ

last modified : -Thu, 1 Mar 2012 14:45:34 GMT +Tue, 6 Nov 2012 14:26:41 GMT
  • All Questions(77)
  • @@ -408,7 +408,7 @@
     svm.cpp:2730: warning: ignoring return value of int fscanf(FILE*, const char*, ...), declared with attribute warn_unused_result
     
    -This is not a problem; see for more +This is not a problem; see this page for more details of ubuntu systems. In the future we may modify the code so that these messages do not appear. @@ -1141,6 +1141,10 @@ svm.rand.setSeed(0); in the main() function of svm_train.java. + +

    +If you use CV to select parameters, it is recommended to use identical folds +under different parameters. In this case, you can consider fixing the seed.

    [Go Top]


    @@ -1363,32 +1367,26 @@

    -It's very simple. Please replace +It's very simple. Since version 3.13, you can use the function +

    +void svm_get_sv_indices(const struct svm_model *model, int *sv_indices)
    +
    +to get indices of support vectors. For example, in svm-train.c, after
    -			if(nonzero[i]) model->SV[p++] = x[i];
    +		model = svm_train(&prob, &param);
     
    -in svm_train() of svm.cpp with +you can add
    -			if(nonzero[i]) 
    -			{
    -				model->SV[p++] = x[i];
    -				info("%d\n", perm[i]);
    -			}
    +		int nr_sv = svm_get_nr_sv(model);
    +		int *sv_indices = Malloc(int, nr_sv);
    +		svm_get_sv_indices(model, sv_indices);
    +		for (int i=0; i<nr_sv; i++)
    +			printf("instance %d is a support vector\n", sv_indices[i]);
     
    -If there are many requests, we may -provide a function to return indices -of support vectors. In the mean time, -if you need such information in your code, -you can add the array nonzero to the model -structure. This array has the same size as -the number of data, so alternatively you can -store only indices of support vectors. -

    If you use matlab interface, you can easily -compare support vectors and training data to know -the indices: +

    If you use matlab interface, you can directly check

    -[tmp index]=ismember(model.SVs, training_data,'rows');
    +model.sv_indices
     

    [Go Top] @@ -1811,11 +1809,11 @@

    Yes, after libsvm 2.86, the matlab interface -works on OCTAVE as well. Please type +works on OCTAVE as well. Please use make.m by typing

    -make octave
    +>> make 
     
    -for installation. +under OCTAVE.

    [Go Top]


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