Estimate the Shattering Coefficient for a Particular Dataset
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Documentation for package ‘shattering’ version 1.0.7
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| apply_classifier | Apply a classifier induced with function build_classifier |
| build_classifier | Produce a set of SVM classifiers |
| complexity_analysis | Produce a PDF report analyzing the lower and upper shattering coefficient functions |
| compress_space | Function to compress the space based on the equivalence relations. |
| equivalence_relation | Function to compute equivalence relations among input space points. |
| estimate_number_hyperplanes | Function to estimate the number of hyperplanes required to classify such a data sample. |
| number_regions | Computes the maximal number of space regions |
| shattering | shattering: A package to estimate the shattering coefficient for labeled data samples. |