Start time: Sat May 29 19:46:11 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 55887
	min: 29158
	avg: 40320.9
	stdev: 9931.17

Best in 0
<Individual size="2">
	<FitnessMin value="29158"/>
	<Tree size="11">+ min SH max AVG * / MIN RI MIN DIFF </Tree>
	<Tree size="13">/ MIN min DIFF + min - BLKD SH min MIN SH MIN </Tree>
</Individual>

Fitness on train:29158	2169720.000000
Fitness on validation:29809	2195036.000000
Fitness on test:29951	2200553.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 55887
	min: 28472
	avg: 32088.2
	stdev: 8389.02

Best in 1
<Individual size="2">
	<FitnessMin value="28472"/>
	<Tree size="11">+ min SH max AVG * / BLKD RI MIN DIFF </Tree>
	<Tree size="5">+ max BLKD MIN RI </Tree>
</Individual>

Fitness on train:28472	2148369.000000
Fitness on validation:28598	2153232.000000
Fitness on test:28885	2165742.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 29158
	min: 27059
	avg: 28510.8
	stdev: 785.509

Best in 2
<Individual size="2">
	<FitnessMin value="27059"/>
	<Tree size="7">+ min SH / BLKD RI DIFF </Tree>
	<Tree size="5">+ max BLKD MIN RI </Tree>
</Individual>

Fitness on train:27059	2097431.000000
Fitness on validation:27319	2108609.000000
Fitness on test:27262	2106376.000000
Generation: 3
Elapsed time: 1
Deme: 0
Evaluations: 40
Stats: fitness
	max: 29158
	min: 27059
	avg: 27395.7
	stdev: 672.974

Best in 3
<Individual size="2">
	<FitnessMin value="27059"/>
	<Tree size="7">+ min SH / BLKD RI DIFF </Tree>
	<Tree size="5">+ max BLKD MIN RI </Tree>
</Individual>

Fitness on train:27059	2097431.000000
Fitness on validation:27319	2108609.000000
Fitness on test:27262	2106376.000000
Generation: 4
Elapsed time: 1
Deme: 0
Evaluations: 50
Stats: fitness
	max: 27059
	min: 27059
	avg: 27059
	stdev: 0

Best in 4
<Individual size="2">
	<FitnessMin value="27059"/>
	<Tree size="7">+ min SH / BLKD RI DIFF </Tree>
	<Tree size="5">+ max BLKD MIN RI </Tree>
</Individual>

Fitness on train:27059	2097431.000000
Fitness on validation:27319	2108609.000000
Fitness on test:27262	2106376.000000
Generation: 5
Elapsed time: 2
Deme: 0
Evaluations: 60
Stats: fitness
	max: 27059
	min: 26633
	avg: 26846
	stdev: 224.522

Best in 5
<Individual size="2">
	<FitnessMin value="26633"/>
	<Tree size="11">+ min SH + min SH / BLKD RI DIFF DIFF </Tree>
	<Tree size="5">+ max BLKD MIN RI </Tree>
</Individual>

Fitness on train:26633	2082274.000000
Fitness on validation:26811	2091157.000000
Fitness on test:26940	2096804.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="5">
		<FitnessMin value="26633"/>
		<Tree size="11">+ min SH + min SH / BLKD RI DIFF DIFF </Tree>
		<Tree size="5">+ max BLKD MIN RI </Tree>
	</Individual>
</HallOfFame>

