Infer.NET user guide : Learners : Bayes Point Machine classifiers : Command-line runners

Sampling weights

The SampleWeights module reads a serialized trained Bayes Point Machine classifier (binary or multi-class) and returns a sample from its posterior weight distribution.

The SampleWeights module has the following command-line arguments:

Required arguments

• model: The file from which a previously trained Bayes Point Machine classifier will be loaded.
• samples: The file to which the weight sample will be saved. The file will contain the weights of the first - 1 classes, one class per line.

Example

Learner Classifier BinaryBayesPointMachine SampleWeights   
    --model trained-binary-bpm.bin --samples samples.txt  

Learner Classifier MulticlassBayesPointMachine SampleWeights   
    --model trained-multiclass-bpm.bin --samples samples.txt