Start time: Sat May 29 19:46:25 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 65613
	min: 26106
	avg: 41882.2
	stdev: 10382.2

Best in 0
<Individual size="2">
	<FitnessMin value="26106"/>
	<Tree size="63">- / * max / DIFF MIN min RI BLKD * + RI SH / MIN RI max max min AVG BLKD * SH DIFF + + BLKD RI - BLKD SH * - - - BLKD DIFF * DIFF MIN * / SH RI / MIN BLKD + max min SH SH / BLKD MIN min + DIFF BLKD - RI DIFF </Tree>
	<Tree size="3">+ RI SH </Tree>
</Individual>

Fitness on train:26106	2067322.000000
Fitness on validation:26385	2079349.000000
Fitness on test:26527	2084702.000000
Generation: 1
Elapsed time: 0
Deme: 0
Evaluations: 20
Stats: fitness
	max: 38195
	min: 26106
	avg: 33301.9
	stdev: 3188.45

Best in 1
<Individual size="2">
	<FitnessMin value="26106"/>
	<Tree size="63">- / * max / DIFF MIN min RI BLKD * + RI SH / MIN RI max max min AVG BLKD * SH DIFF + + BLKD RI - BLKD SH * - - - BLKD DIFF * DIFF MIN * / SH RI / MIN BLKD + max min SH SH / BLKD MIN min + DIFF BLKD - RI DIFF </Tree>
	<Tree size="3">+ RI SH </Tree>
</Individual>

Fitness on train:26106	2067322.000000
Fitness on validation:26385	2079349.000000
Fitness on test:26527	2084702.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 59004
	min: 26100
	avg: 34729.9
	stdev: 9338.89

Best in 2
<Individual size="2">
	<FitnessMin value="26100"/>
	<Tree size="33">- SH * - - - BLKD DIFF * DIFF MIN * / SH RI / MIN BLKD + max min SH SH / BLKD MIN min + DIFF BLKD - RI DIFF </Tree>
	<Tree size="3">+ RI SH </Tree>
</Individual>

Fitness on train:26100	2067102.000000
Fitness on validation:26378	2078952.000000
Fitness on test:26507	2084224.000000
Generation: 3
Elapsed time: 1
Deme: 0
Evaluations: 40
Stats: fitness
	max: 33260
	min: 26100
	avg: 27335.8
	stdev: 2516.3

Best in 3
<Individual size="2">
	<FitnessMin value="26100"/>
	<Tree size="33">- SH * - - - BLKD DIFF * DIFF MIN * / SH RI / MIN BLKD + max min SH SH / BLKD MIN min + DIFF BLKD - RI DIFF </Tree>
	<Tree size="3">+ RI SH </Tree>
</Individual>

Fitness on train:26100	2067102.000000
Fitness on validation:26378	2078952.000000
Fitness on test:26507	2084224.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 26106
	min: 26016
	avg: 26091.4
	stdev: 26.6341

Best in 4
<Individual size="2">
	<FitnessMin value="26016"/>
	<Tree size="21">- SH * - - - BLKD DIFF * DIFF MIN * / SH RI / MIN BLKD min SH SH </Tree>
	<Tree size="3">+ RI SH </Tree>
</Individual>

Fitness on train:26016	2065495.000000
Fitness on validation:26239	2075660.000000
Fitness on test:26496	2085537.000000
Generation: 5
Elapsed time: 2
Deme: 0
Evaluations: 60
Stats: fitness
	max: 62939
	min: 26016
	avg: 29764.5
	stdev: 11656.4

Best in 5
<Individual size="2">
	<FitnessMin value="26016"/>
	<Tree size="21">- SH * - - - BLKD DIFF * DIFF MIN * / SH RI / MIN BLKD min SH SH </Tree>
	<Tree size="3">+ RI SH </Tree>
</Individual>

Fitness on train:26016	2065495.000000
Fitness on validation:26239	2075660.000000
Fitness on test:26496	2085537.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="4">
		<FitnessMin value="26016"/>
		<Tree size="21">- SH * - - - BLKD DIFF * DIFF MIN * / SH RI / MIN BLKD min SH SH </Tree>
		<Tree size="3">+ RI SH </Tree>
	</Individual>
</HallOfFame>

