Node2vec
Parameter |
Mandatory |
Description |
Type |
Value Range |
Default Value |
---|---|---|---|---|---|
P |
No |
Rollback parameter |
Double |
Greater than 0 |
1 |
Q |
No |
Forward parameter |
Double |
Greater than 0 |
1 |
dim |
No |
Mapping dimension |
Integer |
An integer between 1 and 200 (including 1 and 200) |
50 |
walkLength |
No |
Random walk length |
Integer |
An integer between 1 and 100 (including 1 and 100) |
40 |
walkNumber |
No |
Number of random walk steps of each vertex. |
Integer |
An integer between 1 and 100 (including 1 and 100) |
10 |
iterations |
No |
Number of iterations |
Integer |
An integer between 1 and 100 (including 1 and 100) |
10 |
Parameter |
Type |
Description |
---|---|---|
embedding |
List |
Vector representation of each vertex mapped to the Euclidean space. The format is as follows: [{vertexId:vectorValue}] where vertexId is of the string type. vectorValue: is a euclidean vector, for example, [-0.485, -0.679, 0.356]. |
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