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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 | 7c344de97edac0aa2a6a90c2de9bcf60f15ac000 (patch) | |
| tree | f61bf6ca09d1d0ec6398dd0e8ec7c8e85a5598e7 /creg/README | |
| parent | d94373453c69c6cfec952a0f7b427cacc78654d8 (diff) | |
| parent | 824c96f038b0447ce83ae92cad112a5be49e3330 (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 + |