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gerrit-public.fairphone.software / platform / external / python / google-api-python-client / 1adde1a2b51f7de770d5100c99aa3e3b21a7f2d8 / . / docs / dyn / prediction.v1.4.hostedmodels.html
blob: 00ad814d1d2ef39717460e2a4bf00d12da6405ca [file] [log] [blame]
Joe Gregorio761c4562011-10-28 14:36:24 -0400[diff] [blame]1
2<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN">
3<html><head><title>Python: class Resource</title>
4</head><body bgcolor="#f0f0f8">
5<p>
6<table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
7<tr bgcolor="#ffc8d8">
8<td colspan=3 valign=bottom>&nbsp;<br>
9<font color="#000000" face="helvetica, arial"><a name="Resource">class <strong>Resource</strong></a>(<a href="__builtin__.html#object">__builtin__.object</a>)</font></td></tr>
10
11<tr bgcolor="#ffc8d8"><td rowspan=2><tt>&nbsp;&nbsp;&nbsp;</tt></td>
12<td colspan=2><tt>A&nbsp;class&nbsp;for&nbsp;interacting&nbsp;with&nbsp;a&nbsp;resource.<br>&nbsp;</tt></td></tr>
13<tr><td>&nbsp;</td>
14<td width="100%">Methods defined here:<br>
15<dl><dt><a name="Resource-__init__"><strong>__init__</strong></a>(self)</dt></dl>
16
17<dl><dt><a name="Resource-predict"><strong>predict</strong></a> = method(self, **kwargs)</dt><dd><tt>Submit&nbsp;input&nbsp;and&nbsp;request&nbsp;an&nbsp;output&nbsp;against&nbsp;a&nbsp;hosted&nbsp;model.<br>
18&nbsp;<br>
19Args:<br>
20&nbsp;&nbsp;body:&nbsp;object,&nbsp;The&nbsp;request&nbsp;body.&nbsp;(required)<br>
Joe Gregoriob417caf2011-12-08 12:04:24 -0500[diff] [blame]21&nbsp;&nbsp;&nbsp;&nbsp;The&nbsp;object&nbsp;takes&nbsp;the&nbsp;form&nbsp;of:<br>
22&nbsp;<br>
23{<br>
24&nbsp;&nbsp;&nbsp;&nbsp;"input":&nbsp;{&nbsp;#&nbsp;Input&nbsp;to&nbsp;the&nbsp;model&nbsp;for&nbsp;a&nbsp;prediction<br>
25&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;"csvInstance":&nbsp;[&nbsp;#&nbsp;A&nbsp;list&nbsp;of&nbsp;input&nbsp;features,&nbsp;these&nbsp;can&nbsp;be&nbsp;strings&nbsp;or&nbsp;doubles.<br>
26&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;"",<br>
27&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;],<br>
28&nbsp;&nbsp;&nbsp;&nbsp;},<br>
29&nbsp;&nbsp;}<br>
30&nbsp;<br>
31&nbsp;&nbsp;hostedModelName:&nbsp;string,&nbsp;The&nbsp;name&nbsp;of&nbsp;a&nbsp;hosted&nbsp;model.&nbsp;(required)<br>
32&nbsp;<br>
33Returns:<br>
34&nbsp;&nbsp;An&nbsp;object&nbsp;of&nbsp;the&nbsp;form<br>
35&nbsp;<br>
36&nbsp;&nbsp;&nbsp;&nbsp;{<br>
37&nbsp;&nbsp;&nbsp;&nbsp;"kind":&nbsp;"prediction#output",&nbsp;#&nbsp;What&nbsp;kind&nbsp;of&nbsp;resource&nbsp;this&nbsp;is.<br>
38&nbsp;&nbsp;&nbsp;&nbsp;"outputLabel":&nbsp;"A&nbsp;String",&nbsp;#&nbsp;The&nbsp;most&nbsp;likely&nbsp;class&nbsp;label&nbsp;[Categorical&nbsp;models&nbsp;only].<br>
39&nbsp;&nbsp;&nbsp;&nbsp;"id":&nbsp;"A&nbsp;String",&nbsp;#&nbsp;The&nbsp;unique&nbsp;name&nbsp;for&nbsp;the&nbsp;predictive&nbsp;model.<br>
40&nbsp;&nbsp;&nbsp;&nbsp;"outputMulti":&nbsp;[&nbsp;#&nbsp;A&nbsp;list&nbsp;of&nbsp;class&nbsp;labels&nbsp;with&nbsp;their&nbsp;estimated&nbsp;probabilities&nbsp;[Categorical&nbsp;models&nbsp;only].<br>
41&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;{<br>
42&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;"score":&nbsp;3.140000,&nbsp;#&nbsp;The&nbsp;probability&nbsp;of&nbsp;the&nbsp;class&nbsp;label.<br>
43&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;"label":&nbsp;"A&nbsp;String",&nbsp;#&nbsp;The&nbsp;class&nbsp;label.<br>
44&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;},<br>
45&nbsp;&nbsp;&nbsp;&nbsp;],<br>
46&nbsp;&nbsp;&nbsp;&nbsp;"outputValue":&nbsp;3.140000,&nbsp;#&nbsp;The&nbsp;estimated&nbsp;regression&nbsp;value&nbsp;[Regression&nbsp;models&nbsp;only].<br>
47&nbsp;&nbsp;&nbsp;&nbsp;"selfLink":&nbsp;"A&nbsp;String",&nbsp;#&nbsp;A&nbsp;URL&nbsp;to&nbsp;re-request&nbsp;this&nbsp;resource.<br>
48&nbsp;&nbsp;}</tt></dd></dl>
Joe Gregorio761c4562011-10-28 14:36:24 -0400[diff] [blame]49
50<hr>
51Data descriptors defined here:<br>
52<dl><dt><strong>__dict__</strong></dt>
53<dd><tt>dictionary&nbsp;for&nbsp;instance&nbsp;variables&nbsp;(if&nbsp;defined)</tt></dd>
54</dl>
55<dl><dt><strong>__weakref__</strong></dt>
56<dd><tt>list&nbsp;of&nbsp;weak&nbsp;references&nbsp;to&nbsp;the&nbsp;object&nbsp;(if&nbsp;defined)</tt></dd>
57</dl>
58</td></tr></table>
59</body></html>