riso.belief_nets.BeliefNetwork T
{
	riso.belief_nets.Variable status
	{
		type discrete { "OK" "not OK" }
		distribution riso.distributions.Discrete
		{
			dimensions { 2 }
			probabilities { 0.99 0.01 }
		}
	}

	riso.belief_nets.Variable actual
	{
		distribution riso.distributions.Gaussian { mean 50 std-deviation 20 }
	}
	
	riso.belief_nets.Variable observed
	{
		parents { status actual }
		distribution riso.distributions.IndexedDistribution
		{
			index-variables { status } 
			components
			{
				riso.distributions.ConditionalGaussian
				{
					conditional-mean-multiplier { 1 }
					conditional-mean-offset { 0 }
					conditional-variance { 1 }
				}
				
				riso.distributions.Gaussian { mean -46 std-deviation 1 }
			}
		}
	}
}

riso.belief_nets.BeliefNetwork RH
{
	riso.belief_nets.Variable status
	{
		type discrete { "OK" "not OK" }
		distribution riso.distributions.Discrete
		{
			dimensions { 2 }
			probabilities { 0.95 0.05 }
		}
	}

	riso.belief_nets.Variable actual
	{
		parents { T.actual }
		distribution
		riso.distributions.MixConditionalGaussians
		{
			ncomponents 4
			components
			{
				% conditional mixture component 0
				riso.distributions.ConditionalGaussian
				{
					conditional-mean-multiplier { -0.565747812746317 }
					conditional-mean-offset { 64.22754793290125 }
					conditional-variance { 81.4953249167453 }
				}

				% conditional mixture component 1
				riso.distributions.ConditionalGaussian
				{
					conditional-mean-multiplier { -1.703846476883881 }
					conditional-mean-offset { 129.1840978620169 }
					conditional-variance { 133.1466101048582 }
				}

				% conditional mixture component 2
				riso.distributions.ConditionalGaussian
				{
					conditional-mean-multiplier { -1.4548444448014033 }
					conditional-mean-offset { 146.35966061389468 }
					conditional-variance { 72.01057169945574 }
				}

				% conditional mixture component 3
				riso.distributions.ConditionalGaussian
				{
					conditional-mean-multiplier { 0.028973234641423318 }
					conditional-mean-offset { 71.61165637627099 }
					conditional-variance { 171.33099670655292 }
				}

			}

			parent-marginal riso.distributions.MixGaussians
			{
				ndimensions 1
				ncomponents 4
				mixing-proportions { 0.3772995399349903 0.13484689512405695 0.1845542968490837 0.303299268091872 }
				regularization-gammas { 1.0 1.0 1.0 1.0 }
				components
				{
					% Component 0
					riso.distributions.Gaussian { mean 53.696437048829864	std-deviation 16.526430232526383 }

					% Component 1
					riso.distributions.Gaussian { mean 35.40911553686243	std-deviation 8.21755491838283 }

					% Component 2
					riso.distributions.Gaussian { mean 71.4731134430904	std-deviation 10.53915655944758 }

					% Component 3
					riso.distributions.Gaussian { mean 38.146856866333934	std-deviation 18.069790033619082 }

				}
			}
		}
	}
	
	riso.belief_nets.Variable observed
	{
		parents { status actual }
		distribution riso.distributions.IndexedDistribution
		{
			index-variables { status } 
			components
			{
				riso.distributions.ConditionalGaussian
				{
					conditional-mean-multiplier { 1 }
					conditional-mean-offset { 0 }
					conditional-variance { 9 }
				}
				
				% REALISTIC ??? WHAT DO RH SENSORS OUTPUT WHEN CIRCUIT IS OPEN ???
				riso.distributions.Gaussian { mean 0 std-deviation 1 }
			}
		}
	}
}