The gboost classifiers check for the presence of certain subgraphs in thelarger graph. The subgraphs being checked are optimally determined bydiscriminative subgraph mining. The classification hypotheses isinterpretable because only a small number of subgraphs are used to determinethe overall classification decision.
The gboost toolkit for Matlab can be downloaded below. The package includesthe source code, pre-compiled binaries for the Linux/x86 and the Linux/x86-64architectures. Also included is a set of graphs from the CPDB chemicaldatabase to test the graph boosting functionality.
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