# Copyright 2019 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.
# NOTE: This file is auto generated by the elixir code generator program.
# Do not edit this file manually.
defmodule GoogleApi.BigQuery.V2.Model.RegressionMetrics do
@moduledoc """
Evaluation metrics for regression and explicit feedback type matrix factorization models.
## Attributes
* `meanAbsoluteError` (*type:* `float()`, *default:* `nil`) - Mean absolute error.
* `meanSquaredError` (*type:* `float()`, *default:* `nil`) - Mean squared error.
* `meanSquaredLogError` (*type:* `float()`, *default:* `nil`) - Mean squared log error.
* `medianAbsoluteError` (*type:* `float()`, *default:* `nil`) - Median absolute error.
* `rSquared` (*type:* `float()`, *default:* `nil`) - R^2 score. This corresponds to r2_score in ML.EVALUATE.
"""
use GoogleApi.Gax.ModelBase
@type t :: %__MODULE__{
:meanAbsoluteError => float() | nil,
:meanSquaredError => float() | nil,
:meanSquaredLogError => float() | nil,
:medianAbsoluteError => float() | nil,
:rSquared => float() | nil
}
field(:meanAbsoluteError)
field(:meanSquaredError)
field(:meanSquaredLogError)
field(:medianAbsoluteError)
field(:rSquared)
end
defimpl Poison.Decoder, for: GoogleApi.BigQuery.V2.Model.RegressionMetrics do
def decode(value, options) do
GoogleApi.BigQuery.V2.Model.RegressionMetrics.decode(value, options)
end
end
defimpl Poison.Encoder, for: GoogleApi.BigQuery.V2.Model.RegressionMetrics do
def encode(value, options) do
GoogleApi.Gax.ModelBase.encode(value, options)
end
end