Class TextSentimentEvaluationMetrics (2.8.3)
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TextSentimentEvaluationMetrics(
mapping=None, *, ignore_unknown_fields=False, **kwargs
)
Model evaluation metrics for text sentiment problems.
Attributes
Name | Description |
precision |
float
Output only. Precision.
|
recall |
float
Output only. Recall.
|
f1_score |
float
Output only. The harmonic mean of recall and
precision.
|
mean_absolute_error |
float
Output only. Mean absolute error. Only set
for the overall model evaluation, not for
evaluation of a single annotation spec.
|
mean_squared_error |
float
Output only. Mean squared error. Only set for
the overall model evaluation, not for evaluation
of a single annotation spec.
|
linear_kappa |
float
Output only. Linear weighted kappa. Only set
for the overall model evaluation, not for
evaluation of a single annotation spec.
|
quadratic_kappa |
float
Output only. Quadratic weighted kappa. Only
set for the overall model evaluation, not for
evaluation of a single annotation spec.
|
confusion_matrix |
google.cloud.automl_v1.types.ClassificationEvaluationMetrics.ConfusionMatrix
Output only. Confusion matrix of the
evaluation. Only set for the overall model
evaluation, not for evaluation of a single
annotation spec.
|
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Last updated 2024-09-19 UTC.
[{
"type": "thumb-down",
"id": "hardToUnderstand",
"label":"Hard to understand"
},{
"type": "thumb-down",
"id": "incorrectInformationOrSampleCode",
"label":"Incorrect information or sample code"
},{
"type": "thumb-down",
"id": "missingTheInformationSamplesINeed",
"label":"Missing the information/samples I need"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "Last updated 2024-09-19 UTC."}
[[["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 2024-09-19 UTC."]]