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k_in_top_k

Returns whether the targets are in the top k predictions.


Description

Returns whether the targets are in the top k predictions.

Usage

k_in_top_k(predictions, targets, k)

Arguments

predictions

A tensor of shape (batch_size, classes) and type float32.

targets

A 1D tensor of length batch_size and type int32 or int64.

k

An int, number of top elements to consider.

Value

A 1D tensor of length batch_size and type bool. output[[i]] is TRUE if predictions[i, targets[[i]] is within top-k values of predictions[[i]].

Keras Backend

This function is part of a set of Keras backend functions that enable lower level access to the core operations of the backend tensor engine (e.g. TensorFlow, CNTK, Theano, etc.).

You can see a list of all available backend functions here: https://keras.rstudio.com/articles/backend.html#backend-functions.


keras

R Interface to 'Keras'

v2.4.0
MIT + file LICENSE
Authors
Daniel Falbel [ctb, cph, cre], JJ Allaire [aut, cph], François Chollet [aut, cph], RStudio [ctb, cph, fnd], Google [ctb, cph, fnd], Yuan Tang [ctb, cph] (<https://orcid.org/0000-0001-5243-233X>), Wouter Van Der Bijl [ctb, cph], Martin Studer [ctb, cph], Sigrid Keydana [ctb]
Initial release

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