Start time: Sat May 29 19:46:03 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 70738
	min: 26251
	avg: 38843.1
	stdev: 15180.7

Best in 0
<Individual size="2">
	<FitnessMin value="26251"/>
	<Tree size="13">min max min AVG / min AVG RI RI RI * DIFF SH </Tree>
	<Tree size="3">* AVG SH </Tree>
</Individual>

Fitness on train:26251	2046055.000000
Fitness on validation:26339	2049707.000000
Fitness on test:26491	2056724.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 39681
	min: 26251
	avg: 31872
	stdev: 4687.77

Best in 1
<Individual size="2">
	<FitnessMin value="26251"/>
	<Tree size="13">min max min AVG / min AVG RI RI RI * DIFF SH </Tree>
	<Tree size="3">* AVG SH </Tree>
</Individual>

Fitness on train:26251	2046055.000000
Fitness on validation:26339	2049707.000000
Fitness on test:26491	2056724.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 30504
	min: 26251
	avg: 28796
	stdev: 1038.64

Best in 2
<Individual size="2">
	<FitnessMin value="26251"/>
	<Tree size="13">min max min AVG / min AVG RI RI RI * DIFF SH </Tree>
	<Tree size="3">* AVG SH </Tree>
</Individual>

Fitness on train:26251	2046055.000000
Fitness on validation:26339	2049707.000000
Fitness on test:26491	2056724.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 29874
	min: 26251
	avg: 28680.5
	stdev: 920.101

Best in 3
<Individual size="2">
	<FitnessMin value="26251"/>
	<Tree size="13">min max min AVG / min AVG RI RI RI * DIFF SH </Tree>
	<Tree size="3">* AVG SH </Tree>
</Individual>

Fitness on train:26251	2046055.000000
Fitness on validation:26339	2049707.000000
Fitness on test:26491	2056724.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 39137
	min: 26164
	avg: 29136.3
	stdev: 3755.15

Best in 4
<Individual size="2">
	<FitnessMin value="26164"/>
	<Tree size="13">min max min AVG / min AVG RI RI RI * DIFF SH </Tree>
	<Tree size="3">+ RI MIN </Tree>
</Individual>

Fitness on train:26164	2043295.000000
Fitness on validation:26408	2052423.000000
Fitness on test:26510	2058553.000000
Generation: 5
Elapsed time: 2
Deme: 0
Evaluations: 60
Stats: fitness
	max: 29874
	min: 26164
	avg: 27329.9
	stdev: 1488.49

Best in 5
<Individual size="2">
	<FitnessMin value="26164"/>
	<Tree size="13">min max min AVG / min AVG RI RI RI * DIFF SH </Tree>
	<Tree size="3">+ RI MIN </Tree>
</Individual>

Fitness on train:26164	2043295.000000
Fitness on validation:26408	2052423.000000
Fitness on test:26510	2058553.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="4">
		<FitnessMin value="26164"/>
		<Tree size="13">min max min AVG / min AVG RI RI RI * DIFF SH </Tree>
		<Tree size="3">+ RI MIN </Tree>
	</Individual>
</HallOfFame>

