File Coverage

blib/lib/Paws/MachineLearning/GetEvaluationOutput.pm

Criterion	Covered	Total	%
statement	3	3	100.0
branch			n/a
condition			n/a
subroutine	1	1	100.0
pod			n/a
total	4	4	100.0

line	stmt	sub	time	code
1
2				package Paws::MachineLearning::GetEvaluationOutput;
3	1	1	480	use Moose;
	1		4
	1		7
4				has ComputeTime => (is => 'ro', isa => 'Int');
5				has CreatedAt => (is => 'ro', isa => 'Str');
6				has CreatedByIamUser => (is => 'ro', isa => 'Str');
7				has EvaluationDataSourceId => (is => 'ro', isa => 'Str');
8				has EvaluationId => (is => 'ro', isa => 'Str');
9				has FinishedAt => (is => 'ro', isa => 'Str');
10				has InputDataLocationS3 => (is => 'ro', isa => 'Str');
11				has LastUpdatedAt => (is => 'ro', isa => 'Str');
12				has LogUri => (is => 'ro', isa => 'Str');
13				has Message => (is => 'ro', isa => 'Str');
14				has MLModelId => (is => 'ro', isa => 'Str');
15				has Name => (is => 'ro', isa => 'Str');
16				has PerformanceMetrics => (is => 'ro', isa => 'Paws::MachineLearning::PerformanceMetrics');
17				has StartedAt => (is => 'ro', isa => 'Str');
18				has Status => (is => 'ro', isa => 'Str');
19
20				has _request_id => (is => 'ro', isa => 'Str');
21
22				### main pod documentation begin ###
23
24				=head1 NAME
25
26				Paws::MachineLearning::GetEvaluationOutput
27
28				=head1 ATTRIBUTES
29
30
31				=head2 ComputeTime => Int
32
33				The approximate CPU time in milliseconds that Amazon Machine Learning
34				spent processing the C<Evaluation>, normalized and scaled on
35				computation resources. C<ComputeTime> is only available if the
36				C<Evaluation> is in the C<COMPLETED> state.
37
38
39				=head2 CreatedAt => Str
40
41				The time that the C<Evaluation> was created. The time is expressed in
42				epoch time.
43
44
45				=head2 CreatedByIamUser => Str
46
47				The AWS user account that invoked the evaluation. The account type can
48				be either an AWS root account or an AWS Identity and Access Management
49				(IAM) user account.
50
51
52				=head2 EvaluationDataSourceId => Str
53
54				The C<DataSource> used for this evaluation.
55
56
57				=head2 EvaluationId => Str
58
59				The evaluation ID which is same as the C<EvaluationId> in the request.
60
61
62				=head2 FinishedAt => Str
63
64				The epoch time when Amazon Machine Learning marked the C<Evaluation> as
65				C<COMPLETED> or C<FAILED>. C<FinishedAt> is only available when the
66				C<Evaluation> is in the C<COMPLETED> or C<FAILED> state.
67
68
69				=head2 InputDataLocationS3 => Str
70
71				The location of the data file or directory in Amazon Simple Storage
72				Service (Amazon S3).
73
74
75				=head2 LastUpdatedAt => Str
76
77				The time of the most recent edit to the C<Evaluation>. The time is
78				expressed in epoch time.
79
80
81				=head2 LogUri => Str
82
83				A link to the file that contains logs of the C<CreateEvaluation>
84				operation.
85
86
87				=head2 Message => Str
88
89				A description of the most recent details about evaluating the
90				C<MLModel>.
91
92
93				=head2 MLModelId => Str
94
95				The ID of the C<MLModel> that was the focus of the evaluation.
96
97
98				=head2 Name => Str
99
100				A user-supplied name or description of the C<Evaluation>.
101
102
103				=head2 PerformanceMetrics => L<Paws::MachineLearning::PerformanceMetrics>
104
105				Measurements of how well the C<MLModel> performed using observations
106				referenced by the C<DataSource>. One of the following metric is
107				returned based on the type of the C<MLModel>:
108
109				=over
110
111				=item *
112
113				BinaryAUC: A binary C<MLModel> uses the Area Under the Curve (AUC)
114				technique to measure performance.
115
116				=item *
117
118				RegressionRMSE: A regression C<MLModel> uses the Root Mean Square Error
119				(RMSE) technique to measure performance. RMSE measures the difference
120				between predicted and actual values for a single variable.
121
122				=item *
123
124				MulticlassAvgFScore: A multiclass C<MLModel> uses the F1 score
125				technique to measure performance.
126
127				=back
128
129				For more information about performance metrics, please see the Amazon
130				Machine Learning Developer Guide.
131
132
133				=head2 StartedAt => Str
134
135				The epoch time when Amazon Machine Learning marked the C<Evaluation> as
136				C<INPROGRESS>. C<StartedAt> isn't available if the C<Evaluation> is in
137				the C<PENDING> state.
138
139
140				=head2 Status => Str
141
142				The status of the evaluation. This element can have one of the
143				following values:
144
145				=over
146
147				=item * C<PENDING> - Amazon Machine Language (Amazon ML) submitted a
148				request to evaluate an C<MLModel>.
149
150				=item * C<INPROGRESS> - The evaluation is underway.
151
152				=item * C<FAILED> - The request to evaluate an C<MLModel> did not run
153				to completion. It is not usable.
154
155				=item * C<COMPLETED> - The evaluation process completed successfully.
156
157				=item * C<DELETED> - The C<Evaluation> is marked as deleted. It is not
158				usable.
159
160				=back
161
162
163				Valid values are: C<"PENDING">, C<"INPROGRESS">, C<"FAILED">, C<"COMPLETED">, C<"DELETED">
164				=head2 _request_id => Str
165
166
167				=cut
168
169				1;