Sentence examples for reduction and classification from inspiring English sources

The performance of ECMBF is superior to other approaches in terms of dimensionality reduction and classification error rate.

Experiment reveals that, the soft classification ability of GMM can promptly realize the reduction and classification of training data under the premise of ensuring the training effect.

In the simulations of artificial manifolds, real low-light-level (LLL) and infrared image sets, the proposed method show remarkable performances in dimension reduction and classification.

The experimental results show that the proposed BNT leads to satisfactory results in terms of both tree depth reduction and classification accuracy.

This includes discussion of such issues as explanation, reduction and classification.

PCA and NN were employed for dimensionality reduction and classification, respectively.

For recognition task, most multi-view learning methods separately learn multi-view dimensionality reduction (MvDR) and classification models.

The collected gas data are processed for identification by means of dimensionality reduction algorithms and classification techniques where the software implementation and the quantification of these algorithms have been carried out.

Minhashing [23] is utilized within Strand to drastically reduce the amount of storage required for high-capacity map reduction aggregation and classification function operations.

Computer-assisted EEG classification involves several stages including feature extraction, feature reduction, and feature classification.

This task is the focus of this paper which proposes an automated artist recognition system based on a unique framework for feature generation, feature reduction and supervised classification.