Members
arities :object
Symbols and their arities
Type:
- object
- Source:
gpParams :Object
GP default parameters
Type:
- Object
- Source:
RNG :Object
Random number generator with a specified seed.
Type:
- Object
- Source:
Methods
compareIndividuals(individual0, individual1) → {number}
Compare two individuals based on fitness. Maximizes
Parameters:
| Name | Type | Description |
|---|---|---|
individual0 |
Individual | Individual 0 |
individual1 |
Individual | 1ndividual 1 |
- Source:
Returns:
1 if Individual 0 less than Individual 1
- Type
- number
contains(array, obj) → {boolean}
Check if array contains object.
Parameters:
| Name | Type | Description |
|---|---|---|
array |
array | Array to check |
obj |
object | Object to check for |
- Source:
Returns:
If array contains object
- Type
- boolean
max(list) → {object}
Max value from an array.
Parameters:
| Name | Type | Description |
|---|---|---|
list |
array | List of elements |
- Source:
Returns:
Max value
- Type
- object
min(list) → {object}
Min value from an array.
Parameters:
| Name | Type | Description |
|---|---|---|
list |
array | List of elements |
- Source:
Returns:
Min value
- Type
- object
qualityMeasures(predictionData, observed) → {Object}
Model quality measures. Returns R^2 and MSE
TODO very specific, make more general
Parameters:
| Name | Type | Description |
|---|---|---|
predictionData |
array | Data predicted |
observed |
array | Data observed |
- Source:
Returns:
- Type
- Object