Start time: Sat May 29 19:45:46 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 54811
	min: 26649
	avg: 40992.5
	stdev: 11386.8

Best in 0
<Individual size="2">
	<FitnessMin value="26649"/>
	<Tree size="9">* min min max SH BLKD DIFF SH DIFF </Tree>
	<Tree size="17">max BLKD - DIFF - / - AVG MIN + SH BLKD * min BLKD AVG AVG </Tree>
</Individual>

Fitness on train:26649	2060836.000000
Fitness on validation:26708	2064981.000000
Fitness on test:26751	2066421.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 35184
	min: 26649
	avg: 29342
	stdev: 2429.57

Best in 1
<Individual size="2">
	<FitnessMin value="26649"/>
	<Tree size="9">* min min max SH BLKD DIFF SH DIFF </Tree>
	<Tree size="17">max BLKD - DIFF - / - AVG MIN + SH BLKD * min BLKD AVG AVG </Tree>
</Individual>

Fitness on train:26649	2060836.000000
Fitness on validation:26708	2064981.000000
Fitness on test:26751	2066421.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 28172
	min: 26649
	avg: 27251.7
	stdev: 652.816

Best in 2
<Individual size="2">
	<FitnessMin value="26649"/>
	<Tree size="9">* min min max SH BLKD DIFF SH DIFF </Tree>
	<Tree size="17">max BLKD - DIFF - / - AVG MIN + SH BLKD * min BLKD AVG AVG </Tree>
</Individual>

Fitness on train:26649	2060836.000000
Fitness on validation:26708	2064981.000000
Fitness on test:26751	2066421.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 28172
	min: 26649
	avg: 26894.4
	stdev: 535.836

Best in 3
<Individual size="2">
	<FitnessMin value="26649"/>
	<Tree size="9">* min min max SH BLKD DIFF SH DIFF </Tree>
	<Tree size="17">max BLKD - DIFF - / - AVG MIN + SH BLKD * min BLKD AVG AVG </Tree>
</Individual>

Fitness on train:26649	2060836.000000
Fitness on validation:26708	2064981.000000
Fitness on test:26751	2066421.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 60646
	min: 26649
	avg: 30048.7
	stdev: 10750.8

Best in 4
<Individual size="2">
	<FitnessMin value="26649"/>
	<Tree size="9">* min min max SH BLKD DIFF SH DIFF </Tree>
	<Tree size="17">max BLKD - DIFF - / - AVG MIN + SH BLKD * min BLKD AVG AVG </Tree>
</Individual>

Fitness on train:26649	2060836.000000
Fitness on validation:26708	2064981.000000
Fitness on test:26751	2066421.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 57705
	min: 26649
	avg: 29827.8
	stdev: 9797.75

Best in 5
<Individual size="2">
	<FitnessMin value="26649"/>
	<Tree size="9">* min min max SH BLKD DIFF SH DIFF </Tree>
	<Tree size="17">max BLKD - DIFF - / - AVG MIN + SH BLKD * min BLKD AVG AVG </Tree>
</Individual>

Fitness on train:26649	2060836.000000
Fitness on validation:26708	2064981.000000
Fitness on test:26751	2066421.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="0">
		<FitnessMin value="26649"/>
		<Tree size="9">* min min max SH BLKD DIFF SH DIFF </Tree>
		<Tree size="17">max BLKD - DIFF - / - AVG MIN + SH BLKD * min BLKD AVG AVG </Tree>
	</Individual>
</HallOfFame>

