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Re: libsvm
From: |
dariodematties |
Subject: |
Re: libsvm |
Date: |
Tue, 18 Apr 2017 07:23:37 -0700 (PDT) |
Hello,
I've made a simple test in libsvm on octave, with data provided by the same
libsvm soft
octave:2> [heart_scale_label, heart_scale_inst] =
libsvmread('../heart_scale');
octave:3> whos
Variables in the current scope:
Attr Name Size Bytes Class
==== ==== ==== ===== =====
heart_scale_inst 270x13 40592 double
heart_scale_label 270x1 2160 double
Total is 3780 elements using 42752 bytes
octave:4> model = svmtrain(heart_scale_label, heart_scale_inst, '-c 1 -g
0.07');
*
optimization finished, #iter = 134
nu = 0.433785
obj = -101.855060, rho = 0.426412
nSV = 130, nBSV = 107
Total nSV = 130
octave:5> [predict_label, accuracy, dec_values] =
svmpredict(heart_scale_label, heart_scale_inst, model);
Accuracy = 86.6667% (234/270) (classification)
octave:6>
It seems to be working well.
I'll continue reporting.
--
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- libsvm, dariodematties, 2017/04/06