Start time: Sat May 29 19:46:17 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 57090
	min: 31665
	avg: 42652.3
	stdev: 8945.39

Best in 0
<Individual size="2">
	<FitnessMin value="31665"/>
	<Tree size="9">* - + / BLKD RI RI RI DIFF </Tree>
	<Tree size="5">- - BLKD AVG AVG </Tree>
</Individual>

Fitness on train:31665	2270910.000000
Fitness on validation:31949	2283818.000000
Fitness on test:31812	2278774.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 51705
	min: 31606
	avg: 37019.8
	stdev: 6288.49

Best in 1
<Individual size="2">
	<FitnessMin value="31606"/>
	<Tree size="51">max * + * min MIN RI / DIFF SH + / AVG AVG min SH BLKD min * / BLKD SH + AVG MIN min * SH SH min SH MIN - / BLKD RI * - * AVG MIN max AVG SH - / RI AVG - AVG BLKD </Tree>
	<Tree size="5">- - BLKD AVG AVG </Tree>
</Individual>

Fitness on train:31606	2268762.000000
Fitness on validation:31895	2280470.000000
Fitness on test:31720	2274428.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 40318
	min: 31526
	avg: 33866.3
	stdev: 3309.8

Best in 2
<Individual size="2">
	<FitnessMin value="31526"/>
	<Tree size="15">+ * min * / BLKD SH + AVG MIN * DIFF AVG MIN BLKD </Tree>
	<Tree size="5">- - BLKD AVG AVG </Tree>
</Individual>

Fitness on train:31526	2266179.000000
Fitness on validation:31978	2283703.000000
Fitness on test:31670	2272257.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 32159
	min: 31390
	avg: 31595.3
	stdev: 263.254

Best in 3
<Individual size="2">
	<FitnessMin value="31390"/>
	<Tree size="47">max * + * min MIN RI / DIFF SH * DIFF AVG min * / BLKD SH + AVG MIN min * SH SH min SH MIN - / BLKD RI * - * AVG MIN max AVG SH - / RI AVG - AVG BLKD </Tree>
	<Tree size="5">- - BLKD AVG AVG </Tree>
</Individual>

Fitness on train:31390	2261107.000000
Fitness on validation:31827	2277866.000000
Fitness on test:31569	2268700.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 31959
	min: 29742
	avg: 31132.8
	stdev: 753.684

Best in 4
<Individual size="2">
	<FitnessMin value="29742"/>
	<Tree size="47">max * + * min BLKD RI / DIFF SH * DIFF AVG min * / MIN SH + AVG MIN min * SH SH min SH RI - / BLKD RI * - * AVG MIN max AVG SH - / RI AVG - AVG BLKD </Tree>
	<Tree size="7">- - - BLKD AVG AVG AVG </Tree>
</Individual>

Fitness on train:29742	2202065.000000
Fitness on validation:30107	2215327.000000
Fitness on test:30201	2220759.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 44146
	min: 29647
	avg: 31822.4
	stdev: 4410.46

Best in 5
<Individual size="2">
	<FitnessMin value="29647"/>
	<Tree size="7">* / BLKD SH + AVG MIN </Tree>
	<Tree size="7">- - - BLKD AVG AVG AVG </Tree>
</Individual>

Fitness on train:29647	2198199.000000
Fitness on validation:30183	2218194.000000
Fitness on test:30221	2221346.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="5">
		<FitnessMin value="29647"/>
		<Tree size="7">* / BLKD SH + AVG MIN </Tree>
		<Tree size="7">- - - BLKD AVG AVG AVG </Tree>
	</Individual>
</HallOfFame>

