Write CSV: append mode?
I am trying to use a WriteCSV process to write the output of an ApplyModel process within a Validation process.
I find that each ApplyModel output overwrites the content of my CSV file.
Is there a recommended mechanism to have WriteCSV create OR append to its output file?
If writing to a CSV or database isn't the best way of collecting the predictions generated by the ApplyModel during testing, what is suggested?
I find that each ApplyModel output overwrites the content of my CSV file.
Is there a recommended mechanism to have WriteCSV create OR append to its output file?
If writing to a CSV or database isn't the best way of collecting the predictions generated by the ApplyModel during testing, what is suggested?
<operator activated="true" class="series:sliding_window_validation" compatibility="5.1.002" expanded="true" height="112" name="Validation (2)" width="90" x="246" y="165">
<parameter key="training_window_step_size" value="1"/>
<parameter key="test_window_width" value="1"/>
<parameter key="parallelize_training" value="true"/>
<parameter key="parallelize_testing" value="true"/>
<process expanded="true" height="466" width="373">
<operator activated="true" class="neural_net" compatibility="5.2.003" expanded="true" height="76" name="Neural Net" width="90" x="42" y="85">
<list key="hidden_layers"/>
</operator>
<connect from_port="training" to_op="Neural Net" to_port="training set"/>
<connect from_op="Neural Net" from_port="model" to_port="model"/>
<portSpacing port="source_training" spacing="0"/>
<portSpacing port="sink_model" spacing="0"/>
<portSpacing port="sink_through 1" spacing="0"/>
</process>
<process expanded="true" height="466" width="373">
<operator activated="true" class="apply_model" compatibility="5.2.003" expanded="true" height="76" name="Apply Model" width="90" x="45" y="30">
<list key="application_parameters"/>
</operator>
<operator activated="true" class="multiply" compatibility="5.2.003" expanded="true" height="94" name="Multiply" width="90" x="67" y="113"/>
<operator activated="true" class="write_csv" compatibility="5.2.003" expanded="true" height="76" name="Write CSV" width="90" x="246" y="165">
<parameter key="csv_file" value="c:\temp\p1.csv"/>
<parameter key="column_separator" value=","/>
</operator>
<operator activated="true" class="series:forecasting_performance" compatibility="5.1.002" expanded="true" height="76" name="Performance" width="90" x="209" y="30">
<parameter key="horizon" value="1"/>
</operator>
<operator activated="true" class="write_access" compatibility="5.2.003" expanded="true" height="76" name="Write Access" width="90" x="56" y="273">
<parameter key="database_file" value="c:\temp\RapidMiner.mdb"/>
<parameter key="table_name" value="p1"/>
<parameter key="overwrite_mode" value="append"/>
</operator>
<connect from_port="model" to_op="Apply Model" to_port="model"/>
<connect from_port="test set" to_op="Apply Model" to_port="unlabelled data"/>
<connect from_op="Apply Model" from_port="labelled data" to_op="Multiply" to_port="input"/>
<connect from_op="Multiply" from_port="output 1" to_op="Performance" to_port="labelled data"/>
<connect from_op="Multiply" from_port="output 2" to_op="Write CSV" to_port="input"/>
<connect from_op="Write CSV" from_port="through" to_op="Write Access" to_port="input"/>
<connect from_op="Performance" from_port="performance" to_port="averagable 1"/>
<portSpacing port="source_model" spacing="0"/>
<portSpacing port="source_test set" spacing="0"/>
<portSpacing port="source_through 1" spacing="0"/>
<portSpacing port="sink_averagable 1" spacing="0"/>
<portSpacing port="sink_averagable 2" spacing="0"/>
</process>
</operator>