1 write to _pipelineSchemas
Microsoft.ML.AutoML (1)
Tuner\PipelineProposer.cs (1)
86
_pipelineSchemas
= _sweepablePipeline.Schema.ToTerms().Select(t => t.ToString()).ToArray();
8 references to _pipelineSchemas
Microsoft.ML.AutoML (8)
Tuner\PipelineProposer.cs (8)
87
_learnerInitialCost =
_pipelineSchemas
.ToDictionary(kv => kv, kv => GetEstimatedCostForPipeline(kv, _sweepablePipeline));
89
_eci =
_pipelineSchemas
.ToDictionary(kv => kv, kv => GetEstimatedCostForPipeline(kv, _sweepablePipeline));
102
var probabilities =
_pipelineSchemas
.Select(id => _eci[id]).ToArray();
119
for (i = 0; i !=
_pipelineSchemas
.Length; ++i)
128
schema =
_pipelineSchemas
[i];
151
_k1 =
_pipelineSchemas
.ToDictionary(id => id, id => duration * _learnerInitialCost[id] / _learnerInitialCost[schema]);
153
_e1 =
_pipelineSchemas
.ToDictionary(id => id, id => loss);
154
_e2 =
_pipelineSchemas
.ToDictionary(id => id, id => loss + 0.05 * Math.Abs(loss));