Start time: Sat May 29 19:45:35 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 46716
	min: 27792
	avg: 39681.5
	stdev: 6560.64

Best in 0
<Individual size="2">
	<FitnessMin value="27792"/>
	<Tree size="63">max max - min * SH MIN + RI DIFF / min MIN RI min DIFF SH min * * RI AVG max SH SH + - SH SH max MIN DIFF / - min / MIN MIN - RI RI - max RI BLKD max MIN MIN + max / MIN SH min AVG BLKD - / MIN DIFF min BLKD SH </Tree>
	<Tree size="21">min min RI / BLKD / min DIFF SH max DIFF DIFF * + DIFF * - SH SH BLKD DIFF </Tree>
</Individual>

Fitness on train:27792	2108129.000000
Fitness on validation:28016	2116937.000000
Fitness on test:28023	2117540.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 42339
	min: 27670
	avg: 32319.9
	stdev: 5668.96

Best in 1
<Individual size="2">
	<FitnessMin value="27670"/>
	<Tree size="63">max max - min / SH MIN * RI DIFF / * AVG RI min DIFF SH + * * RI RI max RI SH + - BLKD BLKD max DIFF DIFF / / / min MIN DIFF / MIN MIN / min DIFF BLKD / MIN MIN - max + DIFF AVG min DIFF BLKD * / MIN DIFF * BLKD MIN </Tree>
	<Tree size="21">min min RI / BLKD / min DIFF SH max DIFF DIFF * + DIFF * - SH SH BLKD DIFF </Tree>
</Individual>

Fitness on train:27670	2100119.000000
Fitness on validation:27895	2108805.000000
Fitness on test:27881	2109007.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 30953
	min: 27584
	avg: 28001.9
	stdev: 1038.1

Best in 2
<Individual size="2">
	<FitnessMin value="27584"/>
	<Tree size="9">max MIN + - RI RI min DIFF BLKD </Tree>
	<Tree size="21">min min RI / BLKD / min DIFF SH max DIFF DIFF * + DIFF * - SH SH BLKD DIFF </Tree>
</Individual>

Fitness on train:27584	2096831.000000
Fitness on validation:27880	2108685.000000
Fitness on test:27912	2110400.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 27670
	min: 26690
	avg: 27549.4
	stdev: 304.168

Best in 3
<Individual size="2">
	<FitnessMin value="26690"/>
	<Tree size="17">max MIN + - RI RI max max min MIN BLKD * BLKD MIN - BLKD AVG </Tree>
	<Tree size="15">min min RI / BLKD / min DIFF SH max DIFF DIFF min DIFF SH </Tree>
</Individual>

Fitness on train:26690	2063154.000000
Fitness on validation:26974	2074228.000000
Fitness on test:26970	2074618.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 31024
	min: 26689
	avg: 27327.5
	stdev: 1353.73

Best in 4
<Individual size="2">
	<FitnessMin value="26689"/>
	<Tree size="17">max MIN + - RI RI max max min MIN BLKD * BLKD MIN - BLKD AVG </Tree>
	<Tree size="13">min min RI / BLKD / SH max DIFF DIFF min DIFF DIFF </Tree>
</Individual>

Fitness on train:26689	2062570.000000
Fitness on validation:26977	2075037.000000
Fitness on test:27151	2081012.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 26774
	min: 26576
	avg: 26686.5
	stdev: 47.0632

Best in 5
<Individual size="2">
	<FitnessMin value="26576"/>
	<Tree size="17">max MIN + - RI RI max max min MIN BLKD * BLKD MIN - BLKD AVG </Tree>
	<Tree size="7">min - RI SH min DIFF SH </Tree>
</Individual>

Fitness on train:26576	2058428.000000
Fitness on validation:26710	2065788.000000
Fitness on test:26976	2075869.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="5">
		<FitnessMin value="26576"/>
		<Tree size="17">max MIN + - RI RI max max min MIN BLKD * BLKD MIN - BLKD AVG </Tree>
		<Tree size="7">min - RI SH min DIFF SH </Tree>
	</Individual>
</HallOfFame>

