我正在与RapidMiner Windowing运营商合作，以预测未来公司收入的价值。
数据集包含每月的值，因此我使用了12的窗口大小。但是，我无法提前3个月知道这些值。我认为＆＃34;地平线＆＃34;参数是预先选择预测多少时间单位的参数，但这并不起作用。
数据集示例：
date value
2016-01-01 5,0
2016-02-01 15,0
2016-03-01 10,0
2016-04-01 20,0
2016-05-01 15,0
2016-06-01 25,0
2016-07-01 20,0
2016-08-01 30,0
2016-09-01 25,0
2016-10-01 35,0
为了预测未来的某些价值，我该怎么做？让我们说出2016-11-01和2016-12-01的价值
正如@awchisholm所提出的，这是两个窗口化过程。但是，我不知道为了预测未来几个月而需要的参数。值。
<?xml version="1.0" encoding="UTF-8" standalone="no"?><process version="7.1.000">
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="7.1.000" expanded="true" name="Process">
<process expanded="true">
<operator activated="true" class="read_excel" compatibility="7.1.000" expanded="true" height="68" name="Read Excel" width="90" x="45" y="34">
<parameter key="excel_file" value="D:\Users\iesnaola\Desktop\prueba.xlsx"/>
<parameter key="imported_cell_range" value="A1:B11"/>
<parameter key="first_row_as_names" value="false"/>
<list key="annotations">
<parameter key="0" value="Name"/>
</list>
<list key="data_set_meta_data_information"/>
</operator>
<operator activated="true" class="set_role" compatibility="7.1.000" expanded="true" height="82" name="Set Role" width="90" x="179" y="34">
<parameter key="attribute_name" value="date"/>
<parameter key="target_role" value="id"/>
<list key="set_additional_roles"/>
</operator>
<operator activated="true" class="series:windowing" compatibility="5.3.000" expanded="true" height="82" name="Windowing for Training" width="90" x="313" y="34">
<parameter key="window_size" value="5"/>
<parameter key="create_label" value="true"/>
<parameter key="label_attribute" value="value"/>
</operator>
<operator activated="true" class="series:windowing" compatibility="5.3.000" expanded="true" height="82" name="Windowing for Test (2)" width="90" x="313" y="136">
<parameter key="window_size" value="5"/>
</operator>
<connect from_op="Read Excel" from_port="output" to_op="Set Role" to_port="example set input"/>
<connect from_op="Set Role" from_port="example set output" to_op="Windowing for Training" to_port="example set input"/>
<connect from_op="Windowing for Training" from_port="example set output" to_port="result 1"/>
<connect from_op="Windowing for Training" from_port="original" to_op="Windowing for Test (2)" to_port="example set input"/>
<connect from_op="Windowing for Test (2)" from_port="example set output" to_port="result 2"/>
<portSpacing port="source_input 1" spacing="0"/>
<portSpacing port="sink_result 1" spacing="0"/>
<portSpacing port="sink_result 2" spacing="0"/>
<portSpacing port="sink_result 3" spacing="0"/>
</process>
</operator>
</process>
答案 0 :(得分：2)
没有您的数据很难知道，所以这里是一个可重现的示例流程，显示窗口以及horizon参数的使用。如果要用作标签的属性已经是标签，则此方法有效。
<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<process version="7.0.001">
<context>
<input/>
<output/>
<macros/>
</context>
<operator activated="true" class="process" compatibility="7.0.001" expanded="true" name="Process">
<process expanded="true">
<operator activated="true" class="retrieve" compatibility="7.0.001" expanded="true" height="68" name="Retrieve Iris" width="90" x="45" y="34">
<parameter key="repository_entry" value="//Samples/data/Iris"/>
</operator>
<operator activated="true" class="select_attributes" compatibility="7.0.001" expanded="true" height="82" name="Select Attributes" width="90" x="45" y="136">
<parameter key="attribute_filter_type" value="subset"/>
<parameter key="attributes" value="id"/>
<parameter key="include_special_attributes" value="true"/>
</operator>
<operator activated="true" class="generate_copy" compatibility="7.0.001" expanded="true" height="82" name="Generate Copy" width="90" x="45" y="238">
<parameter key="attribute_name" value="id"/>
<parameter key="new_name" value="idcopy"/>
</operator>
<operator activated="true" class="set_role" compatibility="7.0.001" expanded="true" height="82" name="Set Role" width="90" x="246" y="34">
<parameter key="attribute_name" value="id"/>
<list key="set_additional_roles">
<parameter key="idcopy" value="label"/>
</list>
</operator>
<operator activated="true" class="series:windowing" compatibility="5.3.000" expanded="true" height="82" name="Windowing" width="90" x="380" y="34">
<parameter key="window_size" value="5"/>
<parameter key="create_label" value="true"/>
<parameter key="label_attribute" value="idcopy"/>
<parameter key="horizon" value="5"/>
</operator>
<connect from_op="Retrieve Iris" from_port="output" to_op="Select Attributes" to_port="example set input"/>
<connect from_op="Select Attributes" from_port="example set output" to_op="Generate Copy" to_port="example set input"/>
<connect from_op="Generate Copy" from_port="example set output" to_op="Set Role" to_port="example set input"/>
<connect from_op="Set Role" from_port="example set output" to_op="Windowing" to_port="example set input"/>
<connect from_op="Windowing" from_port="example set output" to_port="result 1"/>
<connect from_op="Windowing" from_port="original" to_port="result 2"/>
<portSpacing port="source_input 1" spacing="0"/>
<portSpacing port="sink_result 1" spacing="0"/>
<portSpacing port="sink_result 2" spacing="0"/>
<portSpacing port="sink_result 3" spacing="0"/>
</process>
</operator>
</process>
希望这有助于开始。