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Table 18 Classification quality of the classification tree method Pred.
Table 19 Classification quality of the classification tree method after merging Pred.
The inclusion of texture information in the classification did not improve the classification quality.
For both cases analytical and empirical results are derived to compare classification quality.
According to their particular classification quality on the training dataset, a weight α is assigned to them.
To efficiently analyze the data, a new metric for assessment of data utility, the combined classification quality measure, was developed.
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The detailed classification qualities measured by the Area Under the ROC Curve (AUC) in a10-fold cross-validation can be found in Table 1.
These included: author; publication year; publication type; type of program; program location; target population; numbers of participants; program aims; publication classifications; quality of the design for original research publications; initiating environments; facilitating environments; operational strategies; and mentoring outcomes.
Consequently, the classification of quality of all the DNA sequencing data will automatically be made as 'high quality/low quality'.
Table 2 Individual component classification Groundwater quality categories I II III IV V Value for Fi 0 1 3 6 10 Table 3 Standards of the groundwater quality classification Level Excellent Good Moderate Poor Very poor F < 0.80 0.80~< 2.50 2.50~< 4.25 4.25~< 7.20 > 7.20.
For the task of classification, the quality of the rule set is usually evaluated as a whole rather than evaluating the quality of a single rule.
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