docs/dyn/prediction.v1.4.hostedmodels.html - platform/external/python/google-api-python-client - Gitiles


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 <html><head><title>Python: class Resource</title>
 </head><body bgcolor="#f0f0f8">
 <p>
 <table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
 <tr bgcolor="#ffc8d8">
 <td colspan=3 valign=bottom>&nbsp;<br>
 <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>

 <tr bgcolor="#ffc8d8"><td rowspan=2><tt>&nbsp;&nbsp;&nbsp;</tt></td>
 <td colspan=2><tt>A&nbsp;class&nbsp;for&nbsp;interacting&nbsp;with&nbsp;a&nbsp;resource.<br>&nbsp;</tt></td></tr>
 <tr><td>&nbsp;</td>
 <td width="100%">Methods defined here:<br>
 <dl><dt><a name="Resource-__init__"><strong>__init__</strong></a>(self)</dt></dl>

 <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>
 &nbsp;<br>
 Args:<br>
 &nbsp;&nbsp;body:&nbsp;object,&nbsp;The&nbsp;request&nbsp;body.&nbsp;(required)<br>
 &nbsp;&nbsp;&nbsp;&nbsp;The&nbsp;object&nbsp;takes&nbsp;the&nbsp;form&nbsp;of:<br>
 &nbsp;<br>
 {<br>
 &nbsp;&nbsp;&nbsp;&nbsp;"input":&nbsp;{&nbsp;#&nbsp;Input&nbsp;to&nbsp;the&nbsp;model&nbsp;for&nbsp;a&nbsp;prediction<br>
 &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>
 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;"",<br>
 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;],<br>
 &nbsp;&nbsp;&nbsp;&nbsp;},<br>
 &nbsp;&nbsp;}<br>
 &nbsp;<br>
 &nbsp;&nbsp;hostedModelName:&nbsp;string,&nbsp;The&nbsp;name&nbsp;of&nbsp;a&nbsp;hosted&nbsp;model.&nbsp;(required)<br>
 &nbsp;<br>
 Returns:<br>
 &nbsp;&nbsp;An&nbsp;object&nbsp;of&nbsp;the&nbsp;form<br>
 &nbsp;<br>
 &nbsp;&nbsp;&nbsp;&nbsp;{<br>
 &nbsp;&nbsp;&nbsp;&nbsp;"kind":&nbsp;"prediction#output",&nbsp;#&nbsp;What&nbsp;kind&nbsp;of&nbsp;resource&nbsp;this&nbsp;is.<br>
 &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>
 &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>
 &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>
 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;{<br>
 &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>
 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;"label":&nbsp;"A&nbsp;String",&nbsp;#&nbsp;The&nbsp;class&nbsp;label.<br>
 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;},<br>
 &nbsp;&nbsp;&nbsp;&nbsp;],<br>
 &nbsp;&nbsp;&nbsp;&nbsp;"outputValue":&nbsp;3.140000,&nbsp;#&nbsp;The&nbsp;estimated&nbsp;regression&nbsp;value&nbsp;[Regression&nbsp;models&nbsp;only].<br>
 &nbsp;&nbsp;&nbsp;&nbsp;"selfLink":&nbsp;"A&nbsp;String",&nbsp;#&nbsp;A&nbsp;URL&nbsp;to&nbsp;re-request&nbsp;this&nbsp;resource.<br>
 &nbsp;&nbsp;}</tt></dd></dl>

 <hr>
 Data descriptors defined here:<br>
 <dl><dt><strong>__dict__</strong></dt>
 <dd><tt>dictionary&nbsp;for&nbsp;instance&nbsp;variables&nbsp;(if&nbsp;defined)</tt></dd>
 </dl>
 <dl><dt><strong>__weakref__</strong></dt>
 <dd><tt>list&nbsp;of&nbsp;weak&nbsp;references&nbsp;to&nbsp;the&nbsp;object&nbsp;(if&nbsp;defined)</tt></dd>
 </dl>
 </td></tr></table>
 </body></html>

	<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN">
	<html><head><title>Python: class Resource</title>
	</head><body bgcolor="#f0f0f8">
	<p>
	<table width="100%" cellspacing=0 cellpadding=2 border=0 summary="section">
	<tr bgcolor="#ffc8d8">
	<td colspan=3 valign=bottom> <br>
	<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>

	<tr bgcolor="#ffc8d8"><td rowspan=2><tt>   </tt></td>
	<td colspan=2><tt>A class for interacting with a resource.<br> </tt></td></tr>
	<tr><td> </td>
	<td width="100%">Methods defined here:<br>
	<dl><dt><a name="Resource-__init__"><strong>__init__</strong></a>(self)</dt></dl>

	<dl><dt><a name="Resource-predict"><strong>predict</strong></a> = method(self, **kwargs)</dt><dd><tt>Submit input and request an output against a hosted model.<br>
	<br>
	Args:<br>
	body: object, The request body. (required)<br>
	The object takes the form of:<br>
	<br>
	{<br>
	"input": { # Input to the model for a prediction<br>
	"csvInstance": [ # A list of input features, these can be strings or doubles.<br>
	"",<br>
	],<br>
	},<br>
	}<br>
	<br>
	hostedModelName: string, The name of a hosted model. (required)<br>
	<br>
	Returns:<br>
	An object of the form<br>
	<br>
	{<br>
	"kind": "prediction#output", # What kind of resource this is.<br>
	"outputLabel": "A String", # The most likely class label [Categorical models only].<br>
	"id": "A String", # The unique name for the predictive model.<br>
	"outputMulti": [ # A list of class labels with their estimated probabilities [Categorical models only].<br>
	{<br>
	"score": 3.140000, # The probability of the class label.<br>
	"label": "A String", # The class label.<br>
	},<br>
	],<br>
	"outputValue": 3.140000, # The estimated regression value [Regression models only].<br>
	"selfLink": "A String", # A URL to re-request this resource.<br>
	}</tt></dd></dl>

	<hr>
	Data descriptors defined here:<br>
	<dl><dt><strong>__dict__</strong></dt>
	<dd><tt>dictionary for instance variables (if defined)</tt></dd>
	</dl>
	<dl><dt><strong>__weakref__</strong></dt>
	<dd><tt>list of weak references to the object (if defined)</tt></dd>
	</dl>
	</td></tr></table>
	</body></html>