This file describes the structure and parameters of the gate-tree of the model.
{
"gate_tree": {
"gate_type": "logit",
"hard_gate": true,
"nodes": [
{
"node_id": 11,
"node_type": "gate",
"gate_func": {
"weights": [
{
"aid": "std1[4]",
"attr_name": "std1_RM",
"weight": -3.6682658685673992e+00
},
{
"aid": "std1[7]",
"attr_name": "std1_TAX",
"weight": -5.8122016705226542e+00
},
{
"aid": "std1[10]",
"attr_name": "std1_LSTAT",
"weight": 1.0537643144910271e+01
}
],
"bias": 1.2740926133353371e+01
}
},
{
"node_id": 10,
"node_type": "gate",
"gate_func": {
"weights": [
{
"aid": "std1[2]",
"attr_name": "std1_INDUS",
"weight": 7.6493213521271874e-01
},
{
"aid": "std1[4]",
"attr_name": "std1_RM",
"weight": 2.5021103534594329e+00
},
{
"aid": "std1[10]",
"attr_name": "std1_LSTAT",
"weight": -2.8529074313420657e+00
}
],
"bias": -2.3621841358789547e-01
}
},
...
{
"node_id": 13,
"node_type": "component",
"comp_id": 13
},
{
"node_id": 12,
"node_type": "component",
"comp_id": 12
},
...
],
"edges": [
{
"source": 11,
"target": 13,
"is_left": false
},
{
"source": 11,
"target": 12,
"is_left": true
},
...
]
}
}