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Fit Coupled Channel Model
Fit the bounded structured quaternion ridge model and return predictions and weights.
RQM-operated service.
Version: 1.0.0 · Registry observed: 2026-08-23T20:01:22.843Z · current
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- RQM-operated service
Price and connection
0.005000 USD per request, provider price. Supported Relay purchases add max(0.002 USDC, 5% of provider price). Your fresh quote supplies the exact total.
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Inputs and outputs
Input contract
{
"$defs": {
"QuaternionSampleRequest": {
"additionalProperties": false,
"properties": {
"w": {
"title": "W",
"type": "number"
},
"x": {
"title": "X",
"type": "number"
},
"y": {
"title": "Y",
"type": "number"
},
"z": {
"title": "Z",
"type": "number"
}
},
"required": [
"w",
"x",
"y",
"z"
],
"title": "QuaternionSampleRequest",
"type": "object"
}
},
"additionalProperties": false,
"properties": {
"feature_count": {
"maximum": 16,
"minimum": 1,
"title": "Feature Count",
"type": "integer"
},
"output_count": {
"maximum": 4,
"minimum": 1,
"title": "Output Count",
"type": "integer"
},
"regularization": {
"default": 0.000001,
"maximum": 1000,
"minimum": 1e-12,
"title": "Regularization",
"type": "number"
},
"augmentation": {
"default": "strict",
"enum": [
"strict",
"selective-j"
],
"title": "Augmentation",
"type": "string"
},
"features": {
"items": {
"items": {
"$ref": "#/$defs/QuaternionSampleRequest"
},
"type": "array"
},
"maxItems": 512,
"minItems": 1,
"title": "Features",
"type": "array"
},
"targets": {
"items": {
"items": {
"$ref": "#/$defs/QuaternionSampleRequest"
},
"type": "array"
},
"maxItems": 512,
"minItems": 1,
"title": "Targets",
"type": "array"
},
"maximum_condition_number": {
"default": 1000000000000,
"maximum": 10000000000000000,
"minimum": 1,
"title": "Maximum Condition Number",
"type": "number"
},
"maximum_training_mse": {
"default": 1000000000000,
"maximum": 1000000000000,
"minimum": 0,
"title": "Maximum Training Mse",
"type": "number"
},
"maximum_holdout_mse": {
"default": 1000000000000,
"maximum": 1000000000000,
"minimum": 0,
"title": "Maximum Holdout Mse",
"type": "number"
},
"holdout_features": {
"items": {
"items": {
"$ref": "#/$defs/QuaternionSampleRequest"
},
"type": "array"
},
"maxItems": 512,
"title": "Holdout Features",
"type": "array"
},
"holdout_targets": {
"items": {
"items": {
"$ref": "#/$defs/QuaternionSampleRequest"
},
"type": "array"
},
"maxItems": 512,
"title": "Holdout Targets",
"type": "array"
}
},
"required": [
"feature_count",
"output_count",
"features",
"targets"
],
"title": "FitCoupledChannelModelRequest",
"type": "object"
}Output contract
{
"$defs": {
"CommercialArtifactManifestItem": {
"additionalProperties": false,
"properties": {
"artifact_id": {
"pattern": "^[0-9a-f]{32}$",
"title": "Artifact Id",
"type": "string"
},
"media_type": {
"title": "Media Type",
"type": "string"
},
"size_bytes": {
"minimum": 0,
"title": "Size Bytes",
"type": "integer"
},
"sha256": {
"pattern": "^[0-9a-f]{64}$",
"title": "Sha256",
"type": "string"
},
"retrieval_path": {
"title": "Retrieval Path",
"type": "string"
}
},
"required": [
"artifact_id",
"media_type",
"size_bytes",
"sha256",
"retrieval_path"
],
"title": "CommercialArtifactManifestItem",
"type": "object"
},
"FitCoupledChannelModelSummary": {
"additionalProperties": false,
"properties": {
"schema_version": {
"const": "rqm.wave.fit-coupled-channel-model-result.v1",
"title": "Schema Version",
"type": "string"
},
"algorithm_id": {
"enum": [
"quaternion-structured-ridge-v1",
"selective-wl-quaternion-ridge-v1"
],
"title": "Algorithm Id",
"type": "string"
},
"design_rank": {
"minimum": 0,
"title": "Design Rank",
"type": "integer"
},
"condition_number": {
"minimum": 0,
"title": "Condition Number",
"type": "number"
},
"parameter_count": {
"minimum": 1,
"title": "Parameter Count",
"type": "integer"
},
"mean_squared_error": {
"minimum": 0,
"title": "Mean Squared Error",
"type": "number"
},
"holdout_mean_squared_error": {
"anyOf": [
{
"minimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Holdout Mean Squared Error"
},
"coefficient_sensitivity": {
"minimum": 0,
"title": "Coefficient Sensitivity",
"type": "number"
},
"candidate_withheld": {
"title": "Candidate Withheld",
"type": "boolean"
},
"verification": {
"additionalProperties": {
"type": "boolean"
},
"title": "Verification",
"type": "object"
},
"predictions_artifact_id": {
"title": "Predictions Artifact Id",
"type": "string"
},
"weights_artifact_id": {
"title": "Weights Artifact Id",
"type": "string"
},
"claim_boundary": {
"title": "Claim Boundary",
"type": "string"
}
},
"required": [
"schema_version",
"algorithm_id",
"design_rank",
"condition_number",
"parameter_count",
"mean_squared_error",
"coefficient_sensitivity",
"candidate_withheld",
"verification",
"predictions_artifact_id",
"weights_artifact_id",
"claim_boundary"
],
"title": "FitCoupledChannelModelSummary",
"type": "object"
}
},
"additionalProperties": false,
"properties": {
"schema_version": {
"const": "rqm.wave.commercial-result.v2",
"default": "rqm.wave.commercial-result.v2",
"title": "Schema Version",
"type": "string"
},
"capability_id": {
"const": "fit-coupled-channel-model-v1",
"title": "Capability Id",
"type": "string"
},
"capability_version": {
"const": "1.0.0",
"title": "Capability Version",
"type": "string"
},
"result_schema_version": {
"const": "rqm.wave.fit-coupled-channel-model-result.v1",
"title": "Result Schema Version",
"type": "string"
},
"summary": {
"$ref": "#/$defs/FitCoupledChannelModelSummary"
},
"artifacts": {
"items": {
"$ref": "#/$defs/CommercialArtifactManifestItem"
},
"title": "Artifacts",
"type": "array"
}
},
"required": [
"capability_id",
"capability_version",
"result_schema_version",
"summary",
"artifacts"
],
"title": "FitCoupledChannelModelResult",
"type": "object"
}Registry source · Buyer instructions and recovery · Public support