在使用适合平台并寻找一些相互作用(阶乘......)之后识别一些相互作用的列的过程。 我想使用交互的结果项(例如 cA*0.1+cB*0.3)作为起点,以根据这些项自动创建列公式。 我努力寻找一种方法来使用字符串的内容,例如“cA*0.1+cB*0.3”,其中 cA 和 cB 代表表中存在的 2 列的名称来构建新公式。
脚本的最后一部分创建了公式,但只是表示字符串的内容而不是评估其内容。
任何建议将不胜感激。
塞巴斯蒂安
names default to here(1);
clear log();
dtinit=Open( "$SAMPLE_DATA/Bands Data.jmp" );
// Make TableBox into a Data Table
// → Data Table( "Untitled 3" )
//terms tables resulting from a generalized regression taking into consideration term interaction.
dtfeat = New Table( "features",
Add Rows( 14 ),
New Column( "Term",
Character,
"Nominal",
Set Property( "ID Column", 1 ),
Set Values(
{"press speed", "(roller durometer-34.5151)*(anode space ratio-102.914)", "(proof cut-44.9671)*(blade pressure-30.8904)",
"(anode space ratio-102.914)*(chrome content-99.6164)", "(humidity-78.6849)*(press speed-1851.21)", "roller durometer",
"(roller durometer-34.5151)*(current density-39.0164)", "(humidity-78.6849)*(wax-2.4037)", "(wax-2.4037)*(chrome content-99.6164)",
"(viscosity-50.7836)*(press speed-1851.21)", "(wax-2.4037)*(hardener-0.96014)", "(roughness-0.71969)*(current density-39.0164)",
"(humidity-78.6849)*(ink pct-55.6473)", "(blade pressure-30.8904)*(press speed-1851.21)"}
)
),
Set Label Columns( :Term )
);
//Identifies interacting terms
// New column: interaction
dtfeat << New Column( "interaction", Character, "Nominal", Formula( If( Starts With( :term, "(" ), :term, "" ) ) ) <<
Move Selected Columns( {:interaction}, after( :term ) );
value = dtfeat:interaction << get values();
uniqueinteraction = Associative Array( value ) << get keys;
nvinteract = N Items( uniqueinteraction );
//Will create a column named after the interacting terms
//Should apply a formula based on the interacting terms
//However, not sure how to extract the string from the list 'uniqueinteraction' so that is it not seen as a string but rather as 'formula instruction' where some portion of the term is recognized as a column namealready present in the original table
For( i = 1, i <= nvinteract, i++,
dtinit << New Column( uniqueinteraction[i], Numeric, "Continuous", Format( "Best", 12 ), Formula( Eval( uniqueinteraction[i] ) )