Start time: Sat May 29 19:46:20 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 49356
	min: 28348
	avg: 38495.3
	stdev: 7551.93

Best in 0
<Individual size="2">
	<FitnessMin value="28348"/>
	<Tree size="63">max max - min - SH SH + BLKD AVG max - DIFF RI / RI MIN * / * DIFF DIFF + RI RI min / DIFF BLKD min BLKD RI * - - * SH SH - BLKD BLKD + min MIN SH max SH RI max * - SH RI * MIN RI / + BLKD AVG min RI SH </Tree>
	<Tree size="63">- min + + * SH AVG + BLKD SH min + SH SH / AVG SH * * / MIN AVG * SH SH max - MIN RI min DIFF DIFF + * max / AVG BLKD / DIFF SH min / SH DIFF min RI SH min * * RI MIN - SH SH / / MIN MIN max AVG MIN </Tree>
</Individual>

Fitness on train:28348	2137986.000000
Fitness on validation:28531	2143585.000000
Fitness on test:28799	2154608.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 49356
	min: 26809
	avg: 33501.5
	stdev: 7186.71

Best in 1
<Individual size="2">
	<FitnessMin value="26809"/>
	<Tree size="57">max max - min - SH SH + BLKD AVG max - DIFF RI / RI MIN min DIFF min / DIFF BLKD + BLKD RI * - - * SH SH - BLKD BLKD + min MIN SH max SH RI max * - SH RI * MIN RI / - SH SH min RI SH </Tree>
	<Tree size="5">/ min BLKD AVG AVG </Tree>
</Individual>

Fitness on train:26809	2065817.000000
Fitness on validation:27064	2076199.000000
Fitness on test:27351	2090181.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 33141
	min: 26736
	avg: 27814.2
	stdev: 1969.27

Best in 2
<Individual size="2">
	<FitnessMin value="26736"/>
	<Tree size="57">max max - min - SH SH + BLKD AVG max - DIFF RI / RI MIN min DIFF min / DIFF BLKD + BLKD RI * - - * SH SH - BLKD BLKD + min MIN SH max SH RI max * - SH RI * MIN RI / / DIFF BLKD min RI SH </Tree>
	<Tree size="49">- min + + * SH AVG + BLKD SH min + SH SH / AVG SH AVG + * max / AVG BLKD / DIFF SH min / SH DIFF min RI SH min * * RI MIN - SH SH / / MIN MIN max AVG MIN </Tree>
</Individual>

Fitness on train:26736	2064900.000000
Fitness on validation:26961	2074280.000000
Fitness on test:27294	2087941.000000
Generation: 3
Elapsed time: 3
Deme: 0
Evaluations: 40
Stats: fitness
	max: 26809
	min: 26519
	avg: 26613.1
	stdev: 123.297

Best in 3
<Individual size="2">
	<FitnessMin value="26519"/>
	<Tree size="57">max max - min - SH SH + BLKD AVG max - DIFF RI / RI MIN min DIFF min / DIFF BLKD + BLKD RI * - - * SH SH - BLKD BLKD + min MIN SH max SH RI max * - SH RI * MIN RI / / DIFF BLKD min RI SH </Tree>
	<Tree size="35">- max BLKD MIN + * max / AVG BLKD / DIFF SH min / SH DIFF min RI SH min * * RI MIN - SH SH / / MIN MIN max AVG MIN </Tree>
</Individual>

Fitness on train:26519	2055858.000000
Fitness on validation:26687	2062657.000000
Fitness on test:26919	2073362.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 26736
	min: 26519
	avg: 26540.7
	stdev: 68.6214

Best in 4
<Individual size="2">
	<FitnessMin value="26519"/>
	<Tree size="57">max max - min - SH SH + BLKD AVG max - DIFF RI / RI MIN min DIFF min / DIFF BLKD + BLKD RI * - - * SH SH - BLKD BLKD + min MIN SH max SH RI max * - SH RI * MIN RI / / DIFF BLKD min RI SH </Tree>
	<Tree size="35">- max BLKD MIN + * max / AVG BLKD / DIFF SH min / SH DIFF min RI SH min * * RI MIN - SH SH / / MIN MIN max AVG MIN </Tree>
</Individual>

Fitness on train:26519	2055858.000000
Fitness on validation:26687	2062657.000000
Fitness on test:26919	2073362.000000
Generation: 5
Elapsed time: 4
Deme: 0
Evaluations: 60
Stats: fitness
	max: 26677
	min: 26519
	avg: 26534.8
	stdev: 49.964

Best in 5
<Individual size="2">
	<FitnessMin value="26519"/>
	<Tree size="57">max max - min - SH SH + BLKD AVG max - DIFF RI / RI MIN min DIFF min / DIFF BLKD + BLKD RI * - - * SH SH - BLKD BLKD + min MIN SH max SH RI max * - SH RI * MIN RI / / DIFF BLKD min RI SH </Tree>
	<Tree size="35">- max BLKD MIN + * max / AVG BLKD / DIFF SH min / SH DIFF min RI SH min * * RI MIN - SH SH / / MIN MIN max AVG MIN </Tree>
</Individual>

Fitness on train:26519	2055858.000000
Fitness on validation:26687	2062657.000000
Fitness on test:26919	2073362.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="3">
		<FitnessMin value="26519"/>
		<Tree size="57">max max - min - SH SH + BLKD AVG max - DIFF RI / RI MIN min DIFF min / DIFF BLKD + BLKD RI * - - * SH SH - BLKD BLKD + min MIN SH max SH RI max * - SH RI * MIN RI / / DIFF BLKD min RI SH </Tree>
		<Tree size="35">- max BLKD MIN + * max / AVG BLKD / DIFF SH min / SH DIFF min RI SH min * * RI MIN - SH SH / / MIN MIN max AVG MIN </Tree>
	</Individual>
</HallOfFame>

