Start time: Sat May 29 19:45:02 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 58132
	min: 26724
	avg: 40211.7
	stdev: 8618.27

Best in 0
<Individual size="2">
	<FitnessMin value="26724"/>
	<Tree size="5">/ * AVG BLKD MIN </Tree>
	<Tree size="5">/ DIFF / BLKD SH </Tree>
</Individual>

Fitness on train:26724	2063467.000000
Fitness on validation:27027	2073536.000000
Fitness on test:27195	2082439.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 39137
	min: 26724
	avg: 32045.6
	stdev: 4019.02

Best in 1
<Individual size="2">
	<FitnessMin value="26724"/>
	<Tree size="5">/ * AVG BLKD MIN </Tree>
	<Tree size="5">/ DIFF / BLKD SH </Tree>
</Individual>

Fitness on train:26724	2063467.000000
Fitness on validation:27027	2073536.000000
Fitness on test:27195	2082439.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 37733
	min: 26347
	avg: 28971
	stdev: 3483.92

Best in 2
<Individual size="2">
	<FitnessMin value="26347"/>
	<Tree size="7">max * AVG BLKD min BLKD SH </Tree>
	<Tree size="5">/ DIFF / BLKD SH </Tree>
</Individual>

Fitness on train:26347	2048303.000000
Fitness on validation:26496	2053169.000000
Fitness on test:26608	2059786.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 28703
	min: 26347
	avg: 26725.6
	stdev: 734.756

Best in 3
<Individual size="2">
	<FitnessMin value="26347"/>
	<Tree size="7">max * AVG BLKD min BLKD SH </Tree>
	<Tree size="5">/ DIFF / BLKD SH </Tree>
</Individual>

Fitness on train:26347	2048303.000000
Fitness on validation:26496	2053169.000000
Fitness on test:26608	2059786.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 26408
	min: 26011
	avg: 26300.3
	stdev: 115.25

Best in 4
<Individual size="2">
	<FitnessMin value="26011"/>
	<Tree size="7">max * AVG BLKD + BLKD RI </Tree>
	<Tree size="17">/ DIFF / / * + SH AVG + SH MIN / DIFF / BLKD SH SH </Tree>
</Individual>

Fitness on train:26011	2035166.000000
Fitness on validation:26252	2045437.000000
Fitness on test:26324	2049336.000000
Generation: 5
Elapsed time: 2
Deme: 0
Evaluations: 60
Stats: fitness
	max: 26352
	min: 25669
	avg: 26176.2
	stdev: 217.011

Best in 5
<Individual size="2">
	<FitnessMin value="25669"/>
	<Tree size="7">max * AVG BLKD + BLKD RI </Tree>
	<Tree size="11">/ DIFF / * + SH AVG + SH DIFF SH </Tree>
</Individual>

Fitness on train:25669	2021615.000000
Fitness on validation:25815	2028670.000000
Fitness on test:25873	2031622.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="5">
		<FitnessMin value="25669"/>
		<Tree size="7">max * AVG BLKD + BLKD RI </Tree>
		<Tree size="11">/ DIFF / * + SH AVG + SH DIFF SH </Tree>
	</Individual>
</HallOfFame>

