awej 5 no.4 full issue 2014

AWEJ Volume.5 Number.4, 2014Towards Processing Arabic Minimal Syllable AutomaticallyDibTable6. Types of Neural net worksNNW with ordered dataNumberof NNWNumber ofhiddenlayersNumber ofnodes inhidden layerNumber ofstepsError rate1121500.97832131500.97033141500.97914151500.9791NNW with non- ordered dataNumberof NNWNumber ofhiddenlayersNumber ofnodes inhidden layerNumber ofstepsError rate5121500.00746131500.00607141500.00478151500.0032Table 6 displays the eight types of NNW used in our experiment; four types with ordered data,while other four with non-ordered data. The left column displays numbers of the NNW which areeight. The column where number 1 is repeated eight times indicates that the eight NNW containone hidden layer, whereas column which contains numbers 2, 3, 4 and 5 concerns the number ofnodes of the hidden layer. The column where 150 appears eight times stands for the number ofsteps used in each attempt to get the result. Finally the last column shows the error rates of eachexperiment.Arab World English JournalISSN: 2229-9327www.awej.org376