Classification accuracy of different methods are shown in Figure 3. Due to large amount of noise and limited information at earlier time points, classification using data from these points is close to random, causing difficulties for IBIS.
Permutation testing was performed to estimate the statistical significance of variable importance: MDG scores were compared to the distribution of scores from 100,000 classifications using data with permuted class labels.
This classification is performed using data from a similarly configured composite bond for which baseline data are available.
Here, we compared three alternative classifications across the United States using data from over 117,000 U.S.
Finally, tree classification models were tested using data from a completely independent experiment.
Various classifications by the World Health Organization (WHO), using data from death certificates, or self developed CHD mortality definitions are used in epidemiological and clinical research.
The location of each practice community was matched to the appropriate Scottish Household Survey (SHS) 8-fold classification of settlements [ 8] using data from the Platform project [ 9].
We defined advanced stage as stages 3 or 4 (regional or metastatic) compared to stages 1 or 2 (locally confined) using data from the TNM classification (see appendix 1 for further description of staging).
In paper [8] authors use data from RPAS to compare accuracy of machine learning algorithms for classification.
Traditionally, this task has been studied as a classification problem using data extracted from the frequency domain.
