Mercurial > repos > bgruening > eden_toolbox
diff EDeN_test.xml @ 0:99091a5d5c84 draft
Uploaded
| author | bgruening |
|---|---|
| date | Wed, 04 Sep 2013 05:10:04 -0400 |
| parents | |
| children | a3edc97e056c |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/EDeN_test.xml Wed Sep 04 05:10:04 2013 -0400 @@ -0,0 +1,57 @@ +<tool id="bg_eden_test" name="EDeN Test" version="0.1"> + <description></description> + <requirements> + </requirements> + <command> + EDeN --action TEST + + --input_data_file_name $infile + --model_file_name $model_outfile + + --file_type "SPARSE_VECTOR" + --binary_file_type + + --kernel_type $kernel_type + --graph_type $graph_type + + </command> + <inputs> + <param format="eden_sparse_vector" name="infile" type="data" label="Input Graph" help=""/> + + <param name="kernel_type" type="select" display="radio" label="Type of the Kernel"> + <option value="NSPDK">NSPDK</option> + <option value="WDK">WDK</option> + <option value="PBK">PBK</option> + <option value="USPK">USPK</option> + <option value="DDK">DDK</option> + <option value="NSDDK">ANSDDK</option> + <option value="SK">SK [NSPDK]</option> + </param> + + <param name="graph_type" type="select" display="radio" label="Type of Graph"> + <option value="DIRECTED">directed</option> + <option value="UNDIRECTED">undirected</option> + </param> + + </inputs> + <outputs> + <data format="txt" name="model_outfile" label="Generated from ${on_string}"/> + </outputs> + <tests> + <test> + </test> + </tests> + <help> + +.. class:: infomark + +**What it does** + +The linear model is induced using the accelerated stochastic gradient descent technique by Léon Bottou and Yann LeCun. +When the target information is 0, a self-training algorithm is used to impute a positive or negative class to the unsupervised instances. +If the target information is imbalanced a minority class resampling technique is used to rebalance the training set. + +This tool is part of the EDeN (Explicit Decomposition with Neighborhoods) suite, developed by Fabrizio Costa. + + </help> +</tool>
