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output2.txt
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output2.txt
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Parameters
===========
Population Size: 500
Tree Depth: 3
Maximum Offspring Size: 6
Method: Grow Method
Bound: 0.01
Equation: (X^4) + (X^3) + (X^2) + 1
Tournament Size: 3
Crossover Rate: 60%
Mutation Rate: 30%
Reproduction Rate: 10%
Number of Offspring: 50
Seed used: : 10
Initial Population
===================
Tree: * + 1 X / X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28688.0
Hit Ratio: 0
Tree: - / X 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28753.0
Hit Ratio: 0
Tree: / + X 1 / X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28688.0
Hit Ratio: 0
Tree: + 1 - X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: + - X 1 * X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28653.0
Hit Ratio: 0
Tree: * + X 1 * 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28313.0
Hit Ratio: 0
Tree: / - X X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28753.0
Hit Ratio: 0
Tree: * X 1
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28698.0
Hit Ratio: 0
Tree: - + X 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28698.0
Hit Ratio: 0
Tree: * / 1 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28743.0
Hit Ratio: 0
Tree: / + 1 X * 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28688.0
Hit Ratio: 0
Tree: * X + X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 27983.0
Hit Ratio: 0
Tree: / * X X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28698.0
Hit Ratio: 0
Tree: - 1 / 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28745.928
Hit Ratio: 0
Tree: + * X X / 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28365.072
Hit Ratio: 0
Tree: + 1 1
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28733.0
Hit Ratio: 0
Tree: - - 1 X - 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28798.0
Hit Ratio: 0
Tree: - / 1 X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28805.072
Hit Ratio: 0
Tree: + * 1 1 - X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: + 1 1
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28733.0
Hit Ratio: 0
Tree: * X + X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 27983.0
Hit Ratio: 0
Tree: - / 1 1 + X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28808.0
Hit Ratio: 0
Tree: + * 1 X - 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: * X - X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28753.0
Hit Ratio: 0
Tree: / 1 * X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28750.072
Hit Ratio: 0
Tree: - - X X * 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28763.0
Hit Ratio: 0
Tree: * + X X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 27983.0
Hit Ratio: 0
Tree: + + X X - X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28598.0
Hit Ratio: 0
Tree: * / 1 1 + X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28688.0
Hit Ratio: 0
Tree: * / X 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28698.0
Hit Ratio: 0
Tree: / 1 - X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28749.17
Hit Ratio: 0
Tree: + + X X / 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28640.072
Hit Ratio: 0
Tree: - 1 X
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28798.0
Hit Ratio: 0
Tree: - - X 1 / X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28763.0
Hit Ratio: 0
Tree: / X / X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: + 1 X
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28688.0
Hit Ratio: 0
Tree: + * X X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28313.0
Hit Ratio: 0
Tree: / + X 1 - X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28737.342
Hit Ratio: 0
Tree: + + X 1 / 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28685.072
Hit Ratio: 0
Tree: - - X 1 * 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28763.0
Hit Ratio: 0
Tree: / 1 1
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28743.0
Hit Ratio: 0
Tree: / X - X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28740.17
Hit Ratio: 0
Tree: / - 1 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28753.0
Hit Ratio: 0
Tree: * + 1 1 * X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28643.0
Hit Ratio: 0
Tree: * + 1 1 + X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28533.0
Hit Ratio: 1
Tree: / 1 - X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: + + 1 1 * X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28348.0
Hit Ratio: 0
Tree: - * 1 1 / 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28753.0
Hit Ratio: 0
Tree: + + X 1 / X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28678.0
Hit Ratio: 0
Tree: - / 1 1 * X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 29128.0
Hit Ratio: 0
Tree: / * X 1 - 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28763.83
Hit Ratio: 0
Tree: - 1 / X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28753.0
Hit Ratio: 0
Tree: / 1 X
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28750.072
Hit Ratio: 0
Tree: - * 1 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28798.0
Hit Ratio: 0
Tree: * - X X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28753.0
Hit Ratio: 0
Tree: + + 1 1 * X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28348.0
Hit Ratio: 0
Tree: / / X 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28743.0
Hit Ratio: 0
Tree: + * 1 1 * 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28733.0
Hit Ratio: 0
Tree: / X / X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: / / 1 X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28751.451
Hit Ratio: 0
Tree: / + 1 X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28688.0
Hit Ratio: 0
Tree: - + 1 X / 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28690.928
Hit Ratio: 0
Tree: + 1 - 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28788.0
Hit Ratio: 0
Tree: * - X 1 / 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28708.0
Hit Ratio: 0
Tree: * / 1 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28698.0
Hit Ratio: 0
Tree: * X / 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: - / X 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28708.0
Hit Ratio: 0
Tree: - / 1 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28753.0
Hit Ratio: 0
Tree: / * 1 X / 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: / + X X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28733.0
Hit Ratio: 0
Tree: + * X 1 / X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28643.0
Hit Ratio: 0
Tree: * X 1
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28698.0
Hit Ratio: 0
Tree: / - X X + X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28753.0
Hit Ratio: 0
Tree: - / X 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28708.0
Hit Ratio: 0
Tree: - - 1 1 * 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28808.0
Hit Ratio: 0
Tree: + 1 / X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28733.0
Hit Ratio: 0
Tree: - X 1
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28708.0
Hit Ratio: 0
Tree: + * X 1 / X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28643.0
Hit Ratio: 0
Tree: + + X 1 * X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28303.0
Hit Ratio: 0
Tree: - + X 1 * 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: + 1 X
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28688.0
Hit Ratio: 0
Tree: * / X X / X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: * + 1 1 + 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28713.0
Hit Ratio: 1
Tree: / + X X * X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28747.14
Hit Ratio: 0
Tree: + / X 1 - 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: * + X 1 + 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28248.0
Hit Ratio: 1
Tree: + + 1 X + X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28623.0
Hit Ratio: 1
Tree: + * X 1 - 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: - + 1 X / 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: * * X X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 25728.0
Hit Ratio: 0
Tree: - + 1 1 / X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28788.0
Hit Ratio: 0
Tree: + - X X / X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: - * X X - X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28368.0
Hit Ratio: 0
Tree: - X X
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28753.0
Hit Ratio: 0
Tree: / X / X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: + 1 - 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: + 1 1
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28733.0
Hit Ratio: 0
Tree: * + 1 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28643.0
Hit Ratio: 0
Tree: - X / X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28753.0
Hit Ratio: 0
Tree: - - X 1 * X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 29093.0
Hit Ratio: 0
Tree: * X / 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: * + 1 X * X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 25343.0
Hit Ratio: 0
Tree: * + 1 X / X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28688.0
Hit Ratio: 0
Tree: / 1 * 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28750.072
Hit Ratio: 0
Tree: / / X 1 - X X
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Node Depth: 1 2 3 3 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: / / 1 X X
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Node Depth: 1 2 3 3 2
Fitness: 28751.451
Hit Ratio: 0
Tree: * - 1 X - X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28753.0
Hit Ratio: 0
Tree: * * X 1 + 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28643.0
Hit Ratio: 0
Tree: * X + 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28643.0
Hit Ratio: 0
Tree: - / 1 X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28805.072
Hit Ratio: 0
Tree: + 1 + X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28633.0
Hit Ratio: 0
Tree: * X + 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28643.0
Hit Ratio: 0
Tree: * - X X + X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28753.0
Hit Ratio: 0
Tree: * * X X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28368.0
Hit Ratio: 0
Tree: * / 1 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28743.0
Hit Ratio: 0
Tree: * + X 1 + 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28248.0
Hit Ratio: 1
Tree: + 1 X
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28688.0
Hit Ratio: 0
Tree: * X X
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28368.0
Hit Ratio: 0
Tree: * / 1 1 - 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28753.0
Hit Ratio: 0
Tree: / * 1 X + X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28748.0
Hit Ratio: 0
Tree: / 1 / 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: + X / X X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28688.0
Hit Ratio: 0
Tree: - - X X + 1 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28773.0
Hit Ratio: 0
Tree: / X X
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28743.0
Hit Ratio: 0
Tree: - - 1 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 3 3 2
Fitness: 28808.0
Hit Ratio: 0
Tree: - * 1 1 - 1 1
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Node Depth: 1 2 3 3 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: * / 1 1 / X X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: + 1 + 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28678.0
Hit Ratio: 0
Tree: / X + 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28725.5
Hit Ratio: 0
Tree: * X X
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Node Depth: 1 2 2
Fitness: 28368.0
Hit Ratio: 0
Tree: * / 1 1 * X 1
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: + X * X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28643.0
Hit Ratio: 0
Tree: - - 1 X - 1 1
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Node Depth: 1 2 3 3 2 3 3
Fitness: 28798.0
Hit Ratio: 0
Tree: + - X X * 1 X
Node ID: 0 1 2 3 4 5 6
Node Depth: 1 2 3 3 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: + 1 X
Node ID: 0 1 2
Node Depth: 1 2 2
Fitness: 28688.0
Hit Ratio: 0
Tree: / 1 * X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28750.072
Hit Ratio: 0
Tree: * X + 1 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28643.0
Hit Ratio: 0
Tree: * 1 * 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28698.0
Hit Ratio: 0
Tree: * 1 - 1 X
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28798.0
Hit Ratio: 0
Tree: / X / X 1
Node ID: 0 1 2 3 4
Node Depth: 1 2 2 3 3
Fitness: 28743.0
Hit Ratio: 0
Tree: - 1 - X 1
Node ID: 0 1 2 3 4