NSL：CPK_NN神经网络实现预测哪个样本与哪个样本处在同一层，从而科学规避我国煤矿突水灾难—Jason niu

load water_data.mat

attributes = mapminmax(attributes);

P_train = attributes(:,1:35);

T_train = classes(:,1:35);

P_test = attributes(:,36:end);

T_test = classes(:,36:end);

net = newc(minmax(P_train),4,0.01,0.01);  

w=net.iw{1,1};

b=net.b{1}

net.trainParam.epochs = 500;

net = train(net,P_train);

t_sim_compet_1 = sim(net,P_train);

T_sim_compet_1 = vec2ind(t_sim_compet_1);

t_sim_compet_2 = sim(net,P_test);

T_sim_compet_2 = vec2ind(t_sim_compet_2);

result_compet_1 = [T_train' T_sim_compet_1']

result_compet_2 = [T_test' T_sim_compet_2']