Start time: Sat May 29 19:45:38 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 62580
	min: 28254
	avg: 39919.6
	stdev: 10362.5

Best in 0
<Individual size="2">
	<FitnessMin value="28254"/>
	<Tree size="63">max * - min * DIFF RI * AVG DIFF + / DIFF MIN - SH AVG max - + AVG MIN / BLKD DIFF * min RI DIFF * SH DIFF min + - * RI SH + AVG AVG - + RI AVG + DIFF BLKD min + max DIFF RI / RI DIFF / / RI SH max MIN DIFF </Tree>
	<Tree size="63">min min min max + BLKD MIN / RI AVG min / MIN AVG + MIN DIFF * / * MIN MIN min MIN SH / max DIFF MIN min AVG RI min min min * RI BLKD min SH BLKD * * DIFF BLKD / MIN RI min / max AVG SH - BLKD BLKD min min BLKD RI / RI DIFF </Tree>
</Individual>

Fitness on train:28254	2131735.000000
Fitness on validation:28516	2142469.000000
Fitness on test:28583	2144845.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 46187
	min: 27492
	avg: 32591.4
	stdev: 5629.35

Best in 1
<Individual size="2">
	<FitnessMin value="27492"/>
	<Tree size="17">- SH max * AVG SH + * min MIN RI min RI AVG max RI MIN </Tree>
	<Tree size="63">max min max / * DIFF BLKD / RI MIN * min MIN MIN / DIFF BLKD / - + BLKD AVG - MIN DIFF / + RI DIFF - SH DIFF / max + - DIFF RI - AVG BLKD max max BLKD MIN min RI RI * * + MIN SH + BLKD DIFF + max SH SH min MIN MIN </Tree>
</Individual>

Fitness on train:27492	2138392.000000
Fitness on validation:27709	2147484.000000
Fitness on test:27866	2154735.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 32166
	min: 27492
	avg: 29124.8
	stdev: 1648.39

Best in 2
<Individual size="2">
	<FitnessMin value="27492"/>
	<Tree size="17">- SH max * AVG SH + * min MIN RI min RI AVG max RI MIN </Tree>
	<Tree size="63">max min max / * DIFF BLKD / RI MIN * min MIN MIN / DIFF BLKD / - + BLKD AVG - MIN DIFF / + RI DIFF - SH DIFF / max + - DIFF RI - AVG BLKD max max BLKD MIN min RI RI * * + MIN SH + BLKD DIFF + max SH SH min MIN MIN </Tree>
</Individual>

Fitness on train:27492	2138392.000000
Fitness on validation:27709	2147484.000000
Fitness on test:27866	2154735.000000
Generation: 3
Elapsed time: 3
Deme: 0
Evaluations: 40
Stats: fitness
	max: 28805
	min: 27442
	avg: 27884.3
	stdev: 485.067

Best in 3
<Individual size="2">
	<FitnessMin value="27442"/>
	<Tree size="25">- SH max + * min MIN RI min RI AVG max RI RI + * min MIN RI min RI AVG max RI MIN </Tree>
	<Tree size="63">max min max / * DIFF BLKD / RI MIN * min MIN MIN / DIFF BLKD / - + BLKD AVG - MIN DIFF / + RI DIFF - SH DIFF / max + - DIFF RI - AVG BLKD max max BLKD MIN min RI RI * * + MIN SH + BLKD DIFF + max SH SH min MIN MIN </Tree>
</Individual>

Fitness on train:27442	2137749.000000
Fitness on validation:27726	2147386.000000
Fitness on test:27755	2152038.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 41048
	min: 27442
	avg: 28891.4
	stdev: 4278.9

Best in 4
<Individual size="2">
	<FitnessMin value="27442"/>
	<Tree size="25">- SH max + * min MIN RI min RI AVG max RI RI + * min MIN RI min RI AVG max RI MIN </Tree>
	<Tree size="63">max min max / * DIFF BLKD / RI MIN * min MIN MIN / DIFF BLKD / - + BLKD AVG - MIN DIFF / + RI DIFF - SH DIFF / max + - DIFF RI - AVG BLKD max max BLKD MIN min RI RI * * + MIN SH + BLKD DIFF + max SH SH min MIN MIN </Tree>
</Individual>

Fitness on train:27442	2137749.000000
Fitness on validation:27726	2147386.000000
Fitness on test:27755	2152038.000000
Generation: 5
Elapsed time: 4
Deme: 0
Evaluations: 60
Stats: fitness
	max: 27518
	min: 27442
	avg: 27449.6
	stdev: 24.0333

Best in 5
<Individual size="2">
	<FitnessMin value="27442"/>
	<Tree size="25">- SH max + * min MIN RI min RI AVG max RI RI + * min MIN RI min RI AVG max RI MIN </Tree>
	<Tree size="63">max min max / * DIFF BLKD / RI MIN * min MIN MIN / DIFF BLKD / - + BLKD AVG - MIN DIFF / + RI DIFF - SH DIFF / max + - DIFF RI - AVG BLKD max max BLKD MIN min RI RI * * + MIN SH + BLKD DIFF + max SH SH min MIN MIN </Tree>
</Individual>

Fitness on train:27442	2137749.000000
Fitness on validation:27726	2147386.000000
Fitness on test:27755	2152038.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="3">
		<FitnessMin value="27442"/>
		<Tree size="25">- SH max + * min MIN RI min RI AVG max RI RI + * min MIN RI min RI AVG max RI MIN </Tree>
		<Tree size="63">max min max / * DIFF BLKD / RI MIN * min MIN MIN / DIFF BLKD / - + BLKD AVG - MIN DIFF / + RI DIFF - SH DIFF / max + - DIFF RI - AVG BLKD max max BLKD MIN min RI RI * * + MIN SH + BLKD DIFF + max SH SH min MIN MIN </Tree>
	</Individual>
</HallOfFame>

