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44 lines
1.5 KiB
44 lines
1.5 KiB
// Copyright 2020 Google LLC |
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// |
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// Licensed under the Apache License, Version 2.0 (the "License"); |
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// you may not use this file except in compliance with the License. |
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// You may obtain a copy of the License at |
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// |
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// http://www.apache.org/licenses/LICENSE-2.0 |
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// |
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// Unless required by applicable law or agreed to in writing, software |
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// distributed under the License is distributed on an "AS IS" BASIS, |
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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// See the License for the specific language governing permissions and |
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// limitations under the License. |
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syntax = "proto3"; |
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package google.cloud.automl.v1beta1; |
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import "google/api/annotations.proto"; |
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option go_package = "google.golang.org/genproto/googleapis/cloud/automl/v1beta1;automl"; |
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option java_outer_classname = "RegressionProto"; |
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option java_package = "com.google.cloud.automl.v1beta1"; |
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option php_namespace = "Google\\Cloud\\AutoMl\\V1beta1"; |
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option ruby_package = "Google::Cloud::AutoML::V1beta1"; |
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// Metrics for regression problems. |
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message RegressionEvaluationMetrics { |
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// Output only. Root Mean Squared Error (RMSE). |
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float root_mean_squared_error = 1; |
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// Output only. Mean Absolute Error (MAE). |
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float mean_absolute_error = 2; |
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// Output only. Mean absolute percentage error. Only set if all ground truth |
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// values are are positive. |
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float mean_absolute_percentage_error = 3; |
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// Output only. R squared. |
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float r_squared = 4; |
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// Output only. Root mean squared log error. |
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float root_mean_squared_log_error = 5; |
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}
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