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Classification using expression

Use expressions to calculate properties of individual classes in a category.

The last Expression can be TRUE which will imply that the last expression will always be assigned if all above evaluates as false

Parameters

Expression

NOTE The expressions are applied in order top-down

Choose a new class and write the expression for it.

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Click the “Add” button to add additional classification expressions. Click the color square to select color for the classification class.

The operators that can be used:

Standard arithmetic (+,-,/,* …) and comparison operators (=,>,< …) as well as some mathematical expressions (…) and constant values () can be used in expressions.

Expand to see all available operator

Arithmetic Operator

Description

-

Subtract

+

Add

/

Divide

*

Multiply

%

Modulo

^

Raised to a power

Comparison Operator

Description

=

Equal to

|

OR

TRUE if any of the conditions separated by OR is TRUE

&

AND

TRUE if all the conditions separated by AND is TRUE

!=

<>

Not equal to

<

Less than

<=

Less than or equal to

>

Greater than

>=

Greater than or equal to

Function operator

Description

SQRT(N)

SIN(N)

COS(N)

EXP(N)

LOG(N)

LOG10(N)

AVG(N)

ROUND(N)

Constants

Description

TRUE

Always evaluates to TRUE

FALSE

Always evaluates to FALSE

INF

token value

PI

approximated to 3.14159

The parameters that can be used:

  • Area

  • Length

  • Width

  • Circumference

  • Regularity

  • Roundness

  • Angle

  • D1

  • D2

  • X

  • Y

  • MaxBorderDistance

  • BoundingBoxArea

For details on each available property see: Object properties Details

Pretreatments

In top-down applied order ⬇️ , meaning Savitzky-Golay is applied first then Derivative and so on.

  • Savitzky-Golay

  • Derivative

  • SNV (Standard Normal Variate)

  • Logarithm

  • Center

  • UV (Unit Variance) scaling

For more on each type of pretreatment see: Pretreatments

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