Sentence examples similar to algorithms and supervised classification from inspiring English sources

Our goal was to compare the performance of hierarchical clustering and supervised classification algorithms in the benchmark task of distinguishing between pyramidal cells and interneurons, based solely on their morphological differences.

The algorithm is directly applied on the same testing set as in ESC and supervised classification, requiring three clusters.

The literature contains examples of the combining of DTW and DDTW in algorithms for supervised classification of time series data.

Class prediction based on leave-one-out cross-validation was performed with the k-nearest neighbours algorithm (KNNXValidation, GenePattern), and two supervised classification algorithms were also used to search for the best classifiers, in R version 2.11.1: Support Vector Machine (SVM, packages e1071 1.5 24) (Meyer, 2011) and Random Forest (RF, package randomForest 4.6-2) (Liaw, 2011).

A kernel algorithm for supervised classification is the SVM developed by Vapnik [ 41] and others.

A kernel algorithm for supervised classification is the Support Vector Machine (SVM) developed by Vapnik [60] and others.

The Amira (www.amiravis.com) software package was used to visualize the reconstructed synapses as well as those segmented using JUST (Java User Segmentation Tool), a program that combines the 3D watershed algorithm with supervised classification [40].

The results suggest that ensemble methods are good algorithm choices for supervised classification of lithology using well log data.

In this section, we present an algorithm for the supervised classification of arrayCGH data.

The feature vector and the enhancer status were then used to train and evaluate supervised classification algorithms.

In addition, we assessed and compared the performance of these algorithms to determine if supervised classification outperformed unsupervised clustering and if so which algorithms were most effective.