| general |
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Top level for general info about the model |
Yes |
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model |
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Name of the package |
Yes |
ranger |
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version |
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Use: 2 |
Yes |
2 |
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type |
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Use: tree |
Yes |
tree |
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mode |
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Only for Cubist |
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ifelse |
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divisor |
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Only for Cubist, divide the entire formula by |
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3 |
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is_glm |
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Boolean, to identify a glm model (MARS models) |
Yes |
0 |
| trees |
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Top level for trees |
Yes |
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[tree #] |
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Index tree number, one per tree |
Yes |
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[branch #] |
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Index branch number, one per branch |
Yes |
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prediction |
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Estimate value |
Yes |
versicolor |
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path |
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Top level indicating a path |
Yes |
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[[path #]] |
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Index path number |
Yes |
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type |
Type of field, use: ‘conditional’, and ‘ordinary’ for
intercept |
Yes |
conditional |
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col |
Column name |
Yes |
Petal.Length |
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val |
Value of the entry |
Yes |
2.45 |
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op |
Operator for formula |
Yes |
equal |
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is_intercept |
Only for Cubist |
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0 |
| terms |
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Top level for terms |
MARS only |
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[index] |
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Index number, one entry per term |
MARS only |
[[3]] |
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label |
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Name of the field to be used |
MARS only |
char_cyl6 |
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coef |
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Coefficient value |
MARS only |
-4.26 |
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is_intercept |
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Boolean, indicates if it is intercept |
MARS only |
0 |
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fields |
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Top level for fields impacted by term |
MARS only |
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[index] |
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Index number, one entry per field |
MARS only |
[[1]] |
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type |
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Type of field, use: ‘conditional’, and ‘ordinary’ for
intercept |
MARS only |
conditional |
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col |
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Column name |
MARS only |
char_cyl |
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val |
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Value of the entry |
MARS only |
cyl6 |
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op |
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Operation, use: equal |
MARS only |
equal |