I'm developing software that allows users to create new RNAs.
When creating a new MultilayerPerceptron RNA in Weka, is the testing phase already performed by the lib routines or do you need to develop training routines separately?
RNA training phase - Artificial Neural Network in Weka
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asked by anonymous 14.11.2017 / 23:20
1 answer
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Test
The fifth step is the network test. During this phase the test set is used to determine the performance of the network with data that was not previously used. Network performance, measured at this stage, is a good indication of its actual performance.
Other tests should be considered, such as network behavior analysis using special inputs and analysis of the current network weights, because if there are very small values, the associated connections can be considered insignificant and thus be pruned. Conversely, values that are substantially larger than the others could indicate that there was over-training of the network.
10.03.2018 / 23:23