Start time: Sat May 29 19:46:32 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 64821
	min: 27069
	avg: 39166.6
	stdev: 12005.9

Best in 0
<Individual size="2">
	<FitnessMin value="27069"/>
	<Tree size="7">* + DIFF / RI RI DIFF </Tree>
	<Tree size="63">/ - max / max DIFF MIN / RI BLKD - * RI BLKD + RI MIN * min - RI SH * MIN BLKD / min DIFF BLKD min SH BLKD min * / + DIFF BLKD * BLKD BLKD min / DIFF DIFF max DIFF RI + + max RI AVG min RI AVG / max SH AVG + RI MIN </Tree>
</Individual>

Fitness on train:27069	2076529.000000
Fitness on validation:27184	2081738.000000
Fitness on test:27349	2088627.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 44852
	min: 27069
	avg: 31548.8
	stdev: 5049.26

Best in 1
<Individual size="2">
	<FitnessMin value="27069"/>
	<Tree size="7">* + DIFF / RI RI DIFF </Tree>
	<Tree size="63">/ - max / max DIFF MIN / RI BLKD - * RI BLKD + RI MIN * min - RI SH * MIN BLKD / min DIFF BLKD min SH BLKD min * / + DIFF BLKD * BLKD BLKD min / DIFF DIFF max DIFF RI + + max RI AVG min RI AVG / max SH AVG + RI MIN </Tree>
</Individual>

Fitness on train:27069	2076529.000000
Fitness on validation:27184	2081738.000000
Fitness on test:27349	2088627.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 44822
	min: 27020
	avg: 29534.2
	stdev: 5507.9

Best in 2
<Individual size="2">
	<FitnessMin value="27020"/>
	<Tree size="17">min / SH * AVG MIN * BLKD max AVG * / SH SH min BLKD BLKD </Tree>
	<Tree size="5">+ - BLKD AVG DIFF </Tree>
</Individual>

Fitness on train:27020	2094390.000000
Fitness on validation:27207	2100745.000000
Fitness on test:27286	2105798.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 30491
	min: 26515
	avg: 27509.7
	stdev: 1185.32

Best in 3
<Individual size="2">
	<FitnessMin value="26515"/>
	<Tree size="7">* + DIFF / RI RI DIFF </Tree>
	<Tree size="7">+ max RI AVG min RI AVG </Tree>
</Individual>

Fitness on train:26515	2056599.000000
Fitness on validation:26769	2066040.000000
Fitness on test:26784	2068135.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 27631
	min: 26515
	avg: 26766.9
	stdev: 400.708

Best in 4
<Individual size="2">
	<FitnessMin value="26515"/>
	<Tree size="7">* + DIFF / RI RI DIFF </Tree>
	<Tree size="7">+ max RI AVG min RI AVG </Tree>
</Individual>

Fitness on train:26515	2056599.000000
Fitness on validation:26769	2066040.000000
Fitness on test:26784	2068135.000000
Generation: 5
Elapsed time: 2
Deme: 0
Evaluations: 60
Stats: fitness
	max: 27103
	min: 26515
	avg: 26580.9
	stdev: 183.662

Best in 5
<Individual size="2">
	<FitnessMin value="26515"/>
	<Tree size="7">* + DIFF / RI RI DIFF </Tree>
	<Tree size="7">+ max RI AVG min RI AVG </Tree>
</Individual>

Fitness on train:26515	2056599.000000
Fitness on validation:26769	2066040.000000
Fitness on test:26784	2068135.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="3">
		<FitnessMin value="26515"/>
		<Tree size="7">* + DIFF / RI RI DIFF </Tree>
		<Tree size="7">+ max RI AVG min RI AVG </Tree>
	</Individual>
</HallOfFame>

