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| author | Patrick Simianer <simianer@cl.uni-heidelberg.de> | 2012-05-14 17:00:45 +0200 |
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| committer | Patrick Simianer <simianer@cl.uni-heidelberg.de> | 2012-05-14 17:00:45 +0200 |
| commit | fb42639b433d2fc0c68f300666be1192dc3b4f59 (patch) | |
| tree | bbce7fffa8c28ade217cf331e357ba65e64235b3 /creg/README | |
| parent | 670a8f984fc6d8342180c59ae9e96b0b76f34d3d (diff) | |
| parent | 0f1e696690b18259acd79c3469d00a72aca00161 (diff) | |
Merge remote-tracking branch 'upstream/master'
Diffstat (limited to 'creg/README')
| -rw-r--r-- | creg/README | 17 |
1 files changed, 17 insertions, 0 deletions
diff --git a/creg/README b/creg/README new file mode 100644 index 00000000..28a71d11 --- /dev/null +++ b/creg/README @@ -0,0 +1,17 @@ +creg is a fast tool for training linear and logistic regression models with +l_1 and l_2 regularization. Its data (feature and response) format is +compatible with ARKRegression. + +EXAMPLES + +Logistic regression example (training only): + $ ./creg -x test_data/iris.trainfeat -y test_data/iris.trainresp --l1 1.0 > weights.txt + +Logistic regression example (training and testing): + $ ./creg -x test_data/iris.trainfeat -y test_data/iris.trainresp --l1 1.0 \ + -t test_data/iris.testfeat -s test_data/iris.testresp > weights.txt + +Linear regression example (training and testing): + $ ./creg -n -x test_data/auto-mpg.trainfeat -y test_data/auto-mpg.trainresp --l2 1000 \ + -t test_data/auto-mpg.testfeat -s test_data/auto-mpg.testresp > weights.txt + |