GoogleApi.Language.V2.Model.XPSConfusionMatrix (google_api_language v0.16.3)
View SourceConfusion matrix of the model running the classification.
Attributes
-
annotationSpecIdToken
(type:list(String.t)
, default:nil
) - For the following three repeated fields, only one is intended to be set. annotation_spec_id_token is preferable to be set. ID tokens of the annotation specs used in the confusion matrix. -
category
(type:list(integer())
, default:nil
) - Category (mainly for segmentation). Set only for image segmentation models. Note: uCAIP Image Segmentation should use annotation_spec_id_token. -
row
(type:list(GoogleApi.Language.V2.Model.XPSConfusionMatrixRow.t)
, default:nil
) - Rows in the confusion matrix. The number of rows is equal to the size ofannotation_spec_id_token
.row[i].value[j]
is the number of examples that have ground truth of theannotation_spec_id_token[i]
and are predicted asannotation_spec_id_token[j]
by the model being evaluated. -
sentimentLabel
(type:list(integer())
, default:nil
) - Sentiment labels used in the confusion matrix. Set only for text sentiment models. For AutoML Text Revamp, useannotation_spec_id_token
instead and leave this field empty.
Summary
Functions
Unwrap a decoded JSON object into its complex fields.
Types
@type t() :: %GoogleApi.Language.V2.Model.XPSConfusionMatrix{ annotationSpecIdToken: [String.t()] | nil, category: [integer()] | nil, row: [GoogleApi.Language.V2.Model.XPSConfusionMatrixRow.t()] | nil, sentimentLabel: [integer()] | nil }