classify_file: Fit GBDT model and predict classification

In jiho/soundclass: Signal classifier for sounds

Description

Fit GBDT model and predict classification

Usage

classify_file(data, train, ...)

Arguments

data	a tab or space delimited file with signal characteristics of signals to be predicted
train	a tab or space delimited file with signal characteristics and classification of signals from which to learn the model
...	passed to fit.gbdt

Details

Usually the data and train files are created by running subsample_file on a file with the characteristics of many signals to perform feature-based subsampling of signals and then identifying manually the signals in the train part.

Value

A file with the original data and the predictions (probabilities and predicted type)

See Also

classify for an example of usage

jiho/soundclass documentation built on June 5, 2019, 10:10 p.m.