Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class SampledShapleyAttribution.
An attribution method that approximates Shapley values for features that
contribute to the label being predicted. A sampling strategy is used to
approximate the value rather than considering all subsets of features.
Generated from protobuf message google.cloud.aiplatform.v1.SampledShapleyAttribution
Namespace
Google \ Cloud \ AIPlatform \ V1
Methods
__construct
Constructor.
Parameters
Name
Description
data
array
Optional. Data for populating the Message object.
↳ path_count
int
Required. The number of feature permutations to consider when approximating the Shapley values. Valid range of its value is [1, 50], inclusively.
getPathCount
Required. The number of feature permutations to consider when approximating
the Shapley values.
Valid range of its value is [1, 50], inclusively.
Returns
Type
Description
int
setPathCount
Required. The number of feature permutations to consider when approximating
the Shapley values.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-09-04 UTC."],[],[],null,["# Google Cloud Ai Platform V1 Client - Class SampledShapleyAttribution (1.35.0)\n\nVersion latestkeyboard_arrow_down\n\n- [1.35.0 (latest)](/php/docs/reference/cloud-ai-platform/latest/V1.SampledShapleyAttribution)\n- [1.34.0](/php/docs/reference/cloud-ai-platform/1.34.0/V1.SampledShapleyAttribution)\n- [1.33.0](/php/docs/reference/cloud-ai-platform/1.33.0/V1.SampledShapleyAttribution)\n- [1.32.1](/php/docs/reference/cloud-ai-platform/1.32.1/V1.SampledShapleyAttribution)\n- [1.31.0](/php/docs/reference/cloud-ai-platform/1.31.0/V1.SampledShapleyAttribution)\n- [1.30.0](/php/docs/reference/cloud-ai-platform/1.30.0/V1.SampledShapleyAttribution)\n- [1.26.0](/php/docs/reference/cloud-ai-platform/1.26.0/V1.SampledShapleyAttribution)\n- [1.23.0](/php/docs/reference/cloud-ai-platform/1.23.0/V1.SampledShapleyAttribution)\n- [1.22.0](/php/docs/reference/cloud-ai-platform/1.22.0/V1.SampledShapleyAttribution)\n- [1.21.0](/php/docs/reference/cloud-ai-platform/1.21.0/V1.SampledShapleyAttribution)\n- [1.20.0](/php/docs/reference/cloud-ai-platform/1.20.0/V1.SampledShapleyAttribution)\n- [1.19.0](/php/docs/reference/cloud-ai-platform/1.19.0/V1.SampledShapleyAttribution)\n- [1.18.0](/php/docs/reference/cloud-ai-platform/1.18.0/V1.SampledShapleyAttribution)\n- [1.17.0](/php/docs/reference/cloud-ai-platform/1.17.0/V1.SampledShapleyAttribution)\n- [1.16.0](/php/docs/reference/cloud-ai-platform/1.16.0/V1.SampledShapleyAttribution)\n- [1.15.0](/php/docs/reference/cloud-ai-platform/1.15.0/V1.SampledShapleyAttribution)\n- [1.14.0](/php/docs/reference/cloud-ai-platform/1.14.0/V1.SampledShapleyAttribution)\n- [1.13.1](/php/docs/reference/cloud-ai-platform/1.13.1/V1.SampledShapleyAttribution)\n- [1.12.0](/php/docs/reference/cloud-ai-platform/1.12.0/V1.SampledShapleyAttribution)\n- [1.11.0](/php/docs/reference/cloud-ai-platform/1.11.0/V1.SampledShapleyAttribution)\n- [1.10.0](/php/docs/reference/cloud-ai-platform/1.10.0/V1.SampledShapleyAttribution)\n- [1.9.0](/php/docs/reference/cloud-ai-platform/1.9.0/V1.SampledShapleyAttribution)\n- [1.8.0](/php/docs/reference/cloud-ai-platform/1.8.0/V1.SampledShapleyAttribution)\n- [1.7.0](/php/docs/reference/cloud-ai-platform/1.7.0/V1.SampledShapleyAttribution)\n- [1.6.0](/php/docs/reference/cloud-ai-platform/1.6.0/V1.SampledShapleyAttribution)\n- [1.5.0](/php/docs/reference/cloud-ai-platform/1.5.0/V1.SampledShapleyAttribution)\n- [1.4.0](/php/docs/reference/cloud-ai-platform/1.4.0/V1.SampledShapleyAttribution)\n- [1.3.0](/php/docs/reference/cloud-ai-platform/1.3.0/V1.SampledShapleyAttribution)\n- [1.2.0](/php/docs/reference/cloud-ai-platform/1.2.0/V1.SampledShapleyAttribution)\n- [1.1.0](/php/docs/reference/cloud-ai-platform/1.1.0/V1.SampledShapleyAttribution)\n- [1.0.0](/php/docs/reference/cloud-ai-platform/1.0.0/V1.SampledShapleyAttribution)\n- [0.39.0](/php/docs/reference/cloud-ai-platform/0.39.0/V1.SampledShapleyAttribution)\n- [0.38.0](/php/docs/reference/cloud-ai-platform/0.38.0/V1.SampledShapleyAttribution)\n- [0.37.1](/php/docs/reference/cloud-ai-platform/0.37.1/V1.SampledShapleyAttribution)\n- [0.32.0](/php/docs/reference/cloud-ai-platform/0.32.0/V1.SampledShapleyAttribution)\n- [0.31.0](/php/docs/reference/cloud-ai-platform/0.31.0/V1.SampledShapleyAttribution)\n- [0.30.0](/php/docs/reference/cloud-ai-platform/0.30.0/V1.SampledShapleyAttribution)\n- [0.29.0](/php/docs/reference/cloud-ai-platform/0.29.0/V1.SampledShapleyAttribution)\n- [0.28.0](/php/docs/reference/cloud-ai-platform/0.28.0/V1.SampledShapleyAttribution)\n- [0.27.0](/php/docs/reference/cloud-ai-platform/0.27.0/V1.SampledShapleyAttribution)\n- [0.26.2](/php/docs/reference/cloud-ai-platform/0.26.2/V1.SampledShapleyAttribution)\n- [0.25.0](/php/docs/reference/cloud-ai-platform/0.25.0/V1.SampledShapleyAttribution)\n- [0.24.0](/php/docs/reference/cloud-ai-platform/0.24.0/V1.SampledShapleyAttribution)\n- [0.23.0](/php/docs/reference/cloud-ai-platform/0.23.0/V1.SampledShapleyAttribution)\n- [0.22.0](/php/docs/reference/cloud-ai-platform/0.22.0/V1.SampledShapleyAttribution)\n- [0.21.0](/php/docs/reference/cloud-ai-platform/0.21.0/V1.SampledShapleyAttribution)\n- [0.20.0](/php/docs/reference/cloud-ai-platform/0.20.0/V1.SampledShapleyAttribution)\n- [0.19.0](/php/docs/reference/cloud-ai-platform/0.19.0/V1.SampledShapleyAttribution)\n- [0.18.0](/php/docs/reference/cloud-ai-platform/0.18.0/V1.SampledShapleyAttribution)\n- [0.17.0](/php/docs/reference/cloud-ai-platform/0.17.0/V1.SampledShapleyAttribution)\n- [0.16.0](/php/docs/reference/cloud-ai-platform/0.16.0/V1.SampledShapleyAttribution)\n- [0.15.0](/php/docs/reference/cloud-ai-platform/0.15.0/V1.SampledShapleyAttribution)\n- [0.13.0](/php/docs/reference/cloud-ai-platform/0.13.0/V1.SampledShapleyAttribution)\n- [0.12.0](/php/docs/reference/cloud-ai-platform/0.12.0/V1.SampledShapleyAttribution)\n- [0.11.1](/php/docs/reference/cloud-ai-platform/0.11.1/V1.SampledShapleyAttribution)\n- [0.10.0](/php/docs/reference/cloud-ai-platform/0.10.0/V1.SampledShapleyAttribution) \nReference documentation and code samples for the Google Cloud Ai Platform V1 Client class SampledShapleyAttribution.\n\nAn attribution method that approximates Shapley values for features that\ncontribute to the label being predicted. A sampling strategy is used to\napproximate the value rather than considering all subsets of features.\n\nGenerated from protobuf message `google.cloud.aiplatform.v1.SampledShapleyAttribution`\n\nNamespace\n---------\n\nGoogle \\\\ Cloud \\\\ AIPlatform \\\\ V1\n\nMethods\n-------\n\n### __construct\n\nConstructor.\n\n### getPathCount\n\nRequired. The number of feature permutations to consider when approximating\nthe Shapley values.\n\nValid range of its value is \\[1, 50\\], inclusively.\n\n### setPathCount\n\nRequired. The number of feature permutations to consider when approximating\nthe Shapley values.\n\nValid range of its value is \\[1, 50\\], inclusively."]]
