static void Example1(List <object> trainingdatafiles, List <object> testingdatafiles, string outtrainpath, string outtestpath)
{
//number of frames in standardized gait cycle curves
uint L = 100;
//continuous edge ratio
float tau = 0.1f;
//number of gait phases
uint K = 9;
//number of features per frame
uint Z = 12;
//total desired number of feature pairs
int Ohm = 420;
//number of adjacent standardized frames that are used for determining whether feature pairs are duplicated
int t = 6;
//Step1: fill in standardized cycles from training set
var dataset = LoadStandardizedDataset(trainingdatafiles, Z, K);
//Step2: perform gait pattern clustering and averaging
NativeAPI.Clustering(dataset, tau);
//Step3: perform feature pair extraction
var featurepairs = NativeAPI.ExtractFeaturePairs(dataset, Ohm, t);
NativeAPI.DestoryDataSet(dataset);//release resources if not used anymore
//Step5: compute and export features of the training dataset to file
// choose one from the following two lines according to data scale
var training_dataset = LoadNormalDataset(trainingdatafiles, Z, K);
//var training_dataset = LoadStandardizedDataset(trainingdatafiles, Z, K);
NativeAPI.ComputeFeatures(training_dataset, featurepairs, outtrainpath, L);
NativeAPI.DestoryDataSet(training_dataset);//release resources if not used anymore
//Step6: compute and export features of the testing dataset to file
var testing_dataset = LoadNormalDataset(testingdatafiles, Z, K);
NativeAPI.ComputeFeatures(testing_dataset, featurepairs, outtestpath, L);
NativeAPI.DestoryDataSet(testing_dataset);//release resources if not used anymore
}
static void Example2(List <object> trainingdatafiles, List <object> testingdatafiles, string outtrainpath, string outtestpath)
{
//number of gait phases
uint K = 9;
//number of features per frame
uint Z = 12;
//fill data in a dataset
var dataset = LoadNormalDataset(trainingdatafiles, Z, K);
//save the dataset to somewhere
NativeAPI.SaveDataSet(dataset, @"drive:\someplace");
NativeAPI.DestoryDataSet(dataset);//release resources if not used anymore
//reload the dataset from somewhere
var dataset1 = NativeAPI.LoadDataSet(@"drive:\someplace", Z, K);
NativeAPI.DestoryDataSet(dataset1);//release resources if not used anymore
}