Visualizing Random Forest with Self-Organising Map


Abstract. Random Forest (RF) is a powerful ensemble method for classification and regression tasks. It consists of decision trees set. Although, a single tree is well interpretable for human, the ensemble of trees is a black-box model. The popular technique to look inside the RF model is to visualize a RF proximity matrix obtained on data samples with… (More)
DOI: 10.1007/978-3-319-07176-3_6


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