Files
googleapis/google/cloud/aiplatform/v1beta1/schema/predict/prediction/classification.proto
Google APIs e3e7e7ddb0 feat: added prediction and training proto files for enhanced AI Platform client libraries.
Provides defined Message types for formatting data assigned to protobuf.Value fields in AI Platform.

PiperOrigin-RevId: 342967619
2020-11-17 16:11:56 -08:00

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1.6 KiB
Protocol Buffer

// Copyright 2020 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
syntax = "proto3";
package google.cloud.aiplatform.v1beta1.schema.predict.prediction;
import "google/api/annotations.proto";
option go_package = "google.golang.org/genproto/googleapis/cloud/aiplatform/v1beta1/schema/predict/prediction;prediction";
option java_multiple_files = true;
option java_outer_classname = "ClassificationPredictionResultProto";
option java_package = "com.google.cloud.aiplatform.v1beta1.schema.predict.prediction";
// Prediction output format for Image and Text Classification.
message ClassificationPredictionResult {
// The resource IDs of the AnnotationSpecs that had been identified, ordered
// by the confidence score descendingly.
repeated int64 ids = 1;
// The display names of the AnnotationSpecs that had been identified, order
// matches the IDs.
repeated string display_names = 2;
// The Model's confidences in correctness of the predicted IDs, higher value
// means higher confidence. Order matches the Ids.
repeated float confidences = 3;
}