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Alternative Model for Extracting Multidimensional Data Based-On Comparative Dimension Reductionsignificantly shorten processing time and increased performance of cluster. DBSCAN within Kernel PCA and Super Vector within Kernel PCA have highest cluster performance compared with cluster without dimension reduction.