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Secondly, humans are a sum of training by tests and errors.
For efficiency measuring, we consider the total classification time t as the sum of training set definition time t 1 and time consuming t 2 of the SVM classifier.
It's defined in the following: MAPEleft( {y,y^{prime}} right) = frac{1}{N}sumlimits_{i = 1}^{N} {frac{{left| {y_{i} - y'_{i} } right|}}{{left| {y_{i} } right|}} times 100% } (22)Where y' and y represent the predicted result and observed value respectively and N is the sum of training samples.
It's defined in the following: MAPEleft( {y,y^{prime}} right) = frac{1}{N}mathop sum limits_{i = 1}^{N} frac{{left| {y_{i} - y'_{i} } right|}}{{left| {y_{i} } right|}} times 100% (22)Where y' and y represent the predicted result and observed value respectively and N is the sum of training samples.
Similar(56)
The artificial unit was then assigned a number of injuries computed as the overall number of injuries of the corresponding horses and training time computed as the sum of the training times of the corresponding horses.
In the training stage, w is defined as a weighted sum of the training samples x i. Due to the way SVMs are optimized, many of the weights may go to zero and effectively only a relatively small number of samples, the support vectors will be used to define w.
They read from the ancient Greeks through to Tennessee Williams, and the sum of that training is in the voice of her novel.
During conversion, the converted spectrum is obtained as a weighted sum of the training target vectors, used as grid points.
Quantification is defined as the sum of the training load that was effectively executed by the athlete [13].
The SRM principle seeks to minimize the upper bound of the generalization error consisting of the sum of the training error and a confidence interval.
Although it is usually not possible to calculate the true error, its upper bound has been shown to be the sum of the training error and the complexity of the sets of models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com