deserialize_class_knndeserialize_class_knnDeserializeClassKnnDeserializeClassKnn (Operator)

Name

deserialize_class_knndeserialize_class_knnDeserializeClassKnnDeserializeClassKnn — Deserialize a serialized k-NN classifier.

Signature

deserialize_class_knn( : : SerializedItemHandle : KNNHandle)

Description

deserialize_class_knndeserialize_class_knnDeserializeClassKnnDeserializeClassKnnDeserializeClassKnn deserializes a k-NN classifier (k-NN) (including its training samples), that was serialized by serialize_class_knnserialize_class_knnSerializeClassKnnSerializeClassKnnSerializeClassKnn (see fwrite_serialized_itemfwrite_serialized_itemFwriteSerializedItemFwriteSerializedItemFwriteSerializedItem for an introduction of the basic principle of serialization). The serialized k-NN classifier is defined by the handle SerializedItemHandleSerializedItemHandleSerializedItemHandleSerializedItemHandleserializedItemHandle. The deserialized values are stored in an automatically created k-NN classifier with the handle KNNHandleKNNHandleKNNHandleKNNHandleKNNHandle.

Execution Information

Multithreading type: reentrant (runs in parallel with non-exclusive operators).
Multithreading scope: global (may be called from any thread).
Processed without parallelization.

Parameters

SerializedItemHandleSerializedItemHandleSerializedItemHandleSerializedItemHandleserializedItemHandle (input_control) serialized_item → (integer)

Handle of the serialized item.

KNNHandleKNNHandleKNNHandleKNNHandleKNNHandle (output_control) class_knn → (integer)

Handle of the k-NN classifier.

If the parameters are valid, the operator deserialize_class_knndeserialize_class_knnDeserializeClassKnnDeserializeClassKnnDeserializeClassKnn returns the value 2 (H_MSG_TRUE). If necessary, an exception is raised.

Possible Predecessors

fread_serialized_itemfread_serialized_itemFreadSerializedItemFreadSerializedItemFreadSerializedItem, receive_serialized_itemreceive_serialized_itemReceiveSerializedItemReceiveSerializedItemReceiveSerializedItem, serialize_class_knnserialize_class_knnSerializeClassKnnSerializeClassKnnSerializeClassKnn

Possible Successors

classify_class_knnclassify_class_knnClassifyClassKnnClassifyClassKnnClassifyClassKnn

Alternatives

serialize_class_knnserialize_class_knnSerializeClassKnnSerializeClassKnnSerializeClassKnn

References

Marius Muja, David G. Lowe: “Fast Approximate Nearest Neighbors with Automatic Algorithm Configuration”; International Conference on Computer Vision Theory and Applications (VISAPP 09); 2009.

Module

Foundation

Operators