Start time: Sat May 29 19:45:31 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 60018
	min: 31107
	avg: 41269.8
	stdev: 9403.18

Best in 0
<Individual size="2">
	<FitnessMin value="31107"/>
	<Tree size="63">- min * max - MIN BLKD max BLKD DIFF min + SH AVG max DIFF AVG min + min MIN RI max MIN BLKD - * MIN BLKD / MIN AVG * min max max BLKD RI - MIN MIN - + AVG RI * DIFF BLKD max min - RI RI / SH DIFF - / BLKD BLKD - BLKD BLKD </Tree>
	<Tree size="33">- + SH max AVG + * BLKD RI SH - / max BLKD * SH DIFF + - DIFF RI * BLKD MIN * MIN / * RI DIFF + DIFF BLKD </Tree>
</Individual>

Fitness on train:31107	2245257.000000
Fitness on validation:31407	2256148.000000
Fitness on test:31601	2266116.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 51010
	min: 31107
	avg: 36141.2
	stdev: 5825.58

Best in 1
<Individual size="2">
	<FitnessMin value="31107"/>
	<Tree size="63">- min * max - MIN BLKD max BLKD DIFF min + SH AVG max DIFF AVG min + min MIN RI max MIN BLKD - * MIN BLKD / MIN AVG * min max max BLKD RI - MIN MIN - + AVG RI * DIFF BLKD max min - RI RI / SH DIFF - / BLKD BLKD - BLKD BLKD </Tree>
	<Tree size="33">- + SH max AVG + * BLKD RI SH - / max BLKD * SH DIFF + - DIFF RI * BLKD MIN * MIN / * RI DIFF + DIFF BLKD </Tree>
</Individual>

Fitness on train:31107	2245257.000000
Fitness on validation:31407	2256148.000000
Fitness on test:31601	2266116.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 52675
	min: 31087
	avg: 34949.5
	stdev: 6455.53

Best in 2
<Individual size="2">
	<FitnessMin value="31087"/>
	<Tree size="63">- min * max - MIN BLKD max BLKD DIFF min + SH AVG max DIFF AVG min + min MIN RI max MIN BLKD - * MIN BLKD / MIN AVG * min max max BLKD RI - MIN MIN - + AVG RI * DIFF BLKD max min - RI RI / SH DIFF - / BLKD BLKD - BLKD BLKD </Tree>
	<Tree size="59">max max min * * BLKD MIN max MIN BLKD max + MIN AVG * AVG RI max min max SH MIN max DIFF AVG * * BLKD MIN SH + / - BLKD min SH DIFF + - DIFF AVG * BLKD AVG * min max BLKD RI / BLKD AVG min * BLKD DIFF min DIFF SH </Tree>
</Individual>

Fitness on train:31087	2244538.000000
Fitness on validation:31406	2255971.000000
Fitness on test:31577	2265132.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 48904
	min: 28256
	avg: 32253
	stdev: 6030.32

Best in 3
<Individual size="2">
	<FitnessMin value="28256"/>
	<Tree size="63">- min * max - MIN BLKD max BLKD DIFF min + SH AVG max DIFF AVG min + min MIN RI max MIN BLKD - * MIN BLKD / MIN AVG * min max max BLKD RI - MIN MIN - + AVG RI * DIFF BLKD max min - RI RI / SH DIFF - / BLKD BLKD - BLKD BLKD </Tree>
	<Tree size="33">max / BLKD AVG + / - BLKD min SH DIFF + - DIFF AVG * BLKD AVG * min max BLKD RI / BLKD AVG min * BLKD DIFF min DIFF SH </Tree>
</Individual>

Fitness on train:28256	2140038.000000
Fitness on validation:28573	2153151.000000
Fitness on test:28577	2152797.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 31107
	min: 28242
	avg: 28976.9
	stdev: 1030.52

Best in 4
<Individual size="2">
	<FitnessMin value="28242"/>
	<Tree size="33">- * MIN BLKD * min max max BLKD RI - MIN MIN - + AVG RI * DIFF BLKD max min - RI RI AVG - / BLKD BLKD - BLKD BLKD </Tree>
	<Tree size="33">max / BLKD AVG + / - BLKD min SH DIFF + - DIFF AVG * BLKD AVG * min max BLKD RI / BLKD AVG min * BLKD DIFF min DIFF SH </Tree>
</Individual>

Fitness on train:28242	2139419.000000
Fitness on validation:28561	2152550.000000
Fitness on test:28581	2153125.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 46852
	min: 28242
	avg: 30837.9
	stdev: 5770.17

Best in 5
<Individual size="2">
	<FitnessMin value="28242"/>
	<Tree size="33">- * MIN BLKD * min max max BLKD RI - MIN MIN - + AVG RI * DIFF BLKD max min - RI RI AVG - / BLKD BLKD - BLKD BLKD </Tree>
	<Tree size="33">max / BLKD AVG + / - BLKD min SH DIFF + - DIFF AVG * BLKD AVG * min max BLKD RI / BLKD AVG min * BLKD DIFF min DIFF SH </Tree>
</Individual>

Fitness on train:28242	2139419.000000
Fitness on validation:28561	2152550.000000
Fitness on test:28581	2153125.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="4">
		<FitnessMin value="28242"/>
		<Tree size="33">- * MIN BLKD * min max max BLKD RI - MIN MIN - + AVG RI * DIFF BLKD max min - RI RI AVG - / BLKD BLKD - BLKD BLKD </Tree>
		<Tree size="33">max / BLKD AVG + / - BLKD min SH DIFF + - DIFF AVG * BLKD AVG * min max BLKD RI / BLKD AVG min * BLKD DIFF min DIFF SH </Tree>
	</Individual>
</HallOfFame>

