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Make a function make_bootstrap(data_matrix, targets) to extract a bootstrapped replicate of an
input dataset.
The function should return the following 6 elements (in this order): bootstrap_data_matrix,
bootstrap_targets, bootstrap_sample_ids, oob_data_matrix, oob_targets, oob_samples_ids,
where:
bootstrap_data_matrix: is a data matrix encoding the bootstrapped replicate of the data matrix; the
number of instances in bootstrap_data_matrix is equal to the number of instances in data_matrix
bootstrap_targets: is the corresponding bootstrapped replicate of the target vector
bootstrap_sample_ids: is an array containing the instance indices of the bootstrapped replicate of
the data matrix
oob_data_matrix: is a data matrix encoding the out of bag instances
oob_targets: is the corresponding out of bag instances of the target vector
oob_samples_ids: is an array containing the instance indices of the out of bag instances

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Make a function make_bootstrapdata_matrix targets to extr.pdf

  • 1. Make a function make_bootstrap(data_matrix, targets) to extract a bootstrapped replicate of an input dataset. The function should return the following 6 elements (in this order): bootstrap_data_matrix, bootstrap_targets, bootstrap_sample_ids, oob_data_matrix, oob_targets, oob_samples_ids, where: bootstrap_data_matrix: is a data matrix encoding the bootstrapped replicate of the data matrix; the number of instances in bootstrap_data_matrix is equal to the number of instances in data_matrix bootstrap_targets: is the corresponding bootstrapped replicate of the target vector bootstrap_sample_ids: is an array containing the instance indices of the bootstrapped replicate of the data matrix oob_data_matrix: is a data matrix encoding the out of bag instances oob_targets: is the corresponding out of bag instances of the target vector oob_samples_ids: is an array containing the instance indices of the out of bag instances