Start time: Sat May 29 12:26:40 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 62564
	min: 26792
	avg: 43339.9
	stdev: 12953.9

Best in 0
<Individual size="2">
	<FitnessMin value="26792"/>
	<Tree size="63">+ + + - / BLKD SH max RI RI max max SH RI * DIFF MIN / + max DIFF SH - BLKD MIN / - DIFF RI + BLKD SH + / min max MIN MIN min SH MIN min / MIN DIFF * MIN AVG min min + AVG DIFF + DIFF AVG + * MIN BLKD + AVG DIFF </Tree>
	<Tree size="3">max DIFF DIFF </Tree>
</Individual>

Fitness on train:26792	2070334.000000
Fitness on validation:27017	2078799.000000
Fitness on test:27061	2081619.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 52386
	min: 26792
	avg: 33458.9
	stdev: 7828.82

Best in 1
<Individual size="2">
	<FitnessMin value="26792"/>
	<Tree size="63">+ + + - / BLKD SH max RI RI max max SH RI * DIFF MIN / + max DIFF SH - BLKD MIN / - DIFF RI + BLKD SH + / min max MIN MIN min SH MIN min / MIN DIFF * MIN AVG min min + AVG DIFF + DIFF AVG + * MIN BLKD + AVG DIFF </Tree>
	<Tree size="3">max DIFF DIFF </Tree>
</Individual>

Fitness on train:26792	2070334.000000
Fitness on validation:27017	2078799.000000
Fitness on test:27061	2081619.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 30984
	min: 26792
	avg: 28519.1
	stdev: 1279.73

Best in 2
<Individual size="2">
	<FitnessMin value="26792"/>
	<Tree size="63">+ + + - / BLKD SH max RI RI max max SH RI * DIFF MIN / + max DIFF SH - BLKD MIN / - DIFF RI + BLKD SH + / min max MIN MIN min SH MIN min / MIN DIFF * MIN AVG min min + AVG DIFF + DIFF AVG + * MIN BLKD + AVG DIFF </Tree>
	<Tree size="3">max DIFF DIFF </Tree>
</Individual>

Fitness on train:26792	2070334.000000
Fitness on validation:27017	2078799.000000
Fitness on test:27061	2081619.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 34804
	min: 26198
	avg: 28387.8
	stdev: 2459.89

Best in 3
<Individual size="2">
	<FitnessMin value="26198"/>
	<Tree size="17">/ max DIFF * DIFF AVG min RI min max - RI RI MIN max DIFF AVG </Tree>
	<Tree size="17">/ DIFF + - * BLKD AVG - AVG SH min * SH DIFF min DIFF RI </Tree>
</Individual>

Fitness on train:26198	2041114.000000
Fitness on validation:26446	2051628.000000
Fitness on test:26513	2055786.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 28573
	min: 25490
	avg: 26791.8
	stdev: 815.474

Best in 4
<Individual size="2">
	<FitnessMin value="25490"/>
	<Tree size="17">/ max DIFF * DIFF AVG min RI min max - RI RI MIN max DIFF AVG </Tree>
	<Tree size="13">/ DIFF + + AVG AVG min * SH DIFF min DIFF RI </Tree>
</Individual>

Fitness on train:25490	2014294.000000
Fitness on validation:25824	2028955.000000
Fitness on test:25812	2028598.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 27050
	min: 25490
	avg: 26150.3
	stdev: 570.664

Best in 5
<Individual size="2">
	<FitnessMin value="25490"/>
	<Tree size="17">/ max DIFF * DIFF AVG min RI min max - RI RI MIN max DIFF AVG </Tree>
	<Tree size="13">/ DIFF + + AVG AVG min * SH DIFF min DIFF RI </Tree>
</Individual>

Fitness on train:25490	2014294.000000
Fitness on validation:25824	2028955.000000
Fitness on test:25812	2028598.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="4">
		<FitnessMin value="25490"/>
		<Tree size="17">/ max DIFF * DIFF AVG min RI min max - RI RI MIN max DIFF AVG </Tree>
		<Tree size="13">/ DIFF + + AVG AVG min * SH DIFF min DIFF RI </Tree>
	</Individual>
</HallOfFame>

