svmwrap/test.sh at main · UnixJunkie/svmwrap · GitHub

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#!/usr/bin/env bash

set -x # DEBUG
set -u # strict

NPROCS=`getconf _NPROCESSORS_ONLN`

make

# train a SVR with a linear kernel;
# C=0.005 is close to optimal for this dataset; 5xCV
./svmwrap -q --pairs -np ${NPROCS} --NxCV 5 -c 0.005 \
          --feats 5183 -i data/CHEMBL2842_std.AP

# train a SVR with RBF kernel
# (default e, good C and gamma are known); 5xCV
./svmwrap -q --pairs -np ${NPROCS} --NxCV 5 -c 10 -g 0.0005 --kernel RBF \
          --feats 5183 -i data/CHEMBL2842_std.AP

# train a SVR with the sigmoid kernel
./svmwrap -q --pairs -np ${NPROCS} --NxCV 5 \
          -c 50 -g '2e-05' -r 0.0 --kernel Sig \
          --feats 5183 -i data/CHEMBL2842_std.AP

# train a SVR with the polynomial kernel
./svmwrap -q --pairs -np ${NPROCS} --NxCV 5 \
          -c 0.05 -g 0.002 --kernel Pol \
          --feats 5183 -i data/CHEMBL2842_std.AP