Start time: Sat May 29 19:46:00 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 59122
	min: 30711
	avg: 47352
	stdev: 10590.5

Best in 0
<Individual size="2">
	<FitnessMin value="30711"/>
	<Tree size="15">/ + DIFF + SH * SH BLKD + / + BLKD DIFF AVG AVG </Tree>
	<Tree size="19">- SH max / SH max max RI RI AVG - / - BLKD BLKD max SH SH SH </Tree>
</Individual>

Fitness on train:30711	2240384.000000
Fitness on validation:30889	2246005.000000
Fitness on test:30907	2248325.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 36640
	min: 25974
	avg: 29338.1
	stdev: 3154.27

Best in 1
<Individual size="2">
	<FitnessMin value="25974"/>
	<Tree size="15">/ + DIFF + SH * SH BLKD + / + BLKD DIFF AVG AVG </Tree>
	<Tree size="23">- / * DIFF DIFF SH max / SH max max RI RI AVG - / - BLKD BLKD max SH SH SH </Tree>
</Individual>

Fitness on train:25974	2058752.000000
Fitness on validation:26315	2070871.000000
Fitness on test:26235	2071657.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 30033
	min: 25953
	avg: 26881
	stdev: 1204.78

Best in 2
<Individual size="2">
	<FitnessMin value="25953"/>
	<Tree size="5">+ max SH RI DIFF </Tree>
	<Tree size="23">- / * DIFF DIFF SH max / SH max max RI RI AVG - / - BLKD BLKD max SH SH SH </Tree>
</Individual>

Fitness on train:25953	2057576.000000
Fitness on validation:26238	2067384.000000
Fitness on test:26230	2072271.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 58457
	min: 25953
	avg: 29558.3
	stdev: 10175.8

Best in 3
<Individual size="2">
	<FitnessMin value="25953"/>
	<Tree size="5">+ max SH RI DIFF </Tree>
	<Tree size="23">- / * DIFF DIFF SH max / SH max max RI RI AVG - / - BLKD BLKD max SH SH SH </Tree>
</Individual>

Fitness on train:25953	2057576.000000
Fitness on validation:26238	2067384.000000
Fitness on test:26230	2072271.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 28628
	min: 25953
	avg: 26221.3
	stdev: 845.629

Best in 4
<Individual size="2">
	<FitnessMin value="25953"/>
	<Tree size="5">+ max SH RI DIFF </Tree>
	<Tree size="23">- / * DIFF DIFF SH max / SH max max RI RI AVG - / - BLKD BLKD max SH SH SH </Tree>
</Individual>

Fitness on train:25953	2057576.000000
Fitness on validation:26238	2067384.000000
Fitness on test:26230	2072271.000000
Generation: 5
Elapsed time: 2
Deme: 0
Evaluations: 60
Stats: fitness
	max: 25956
	min: 25953
	avg: 25953.5
	stdev: 1.08012

Best in 5
<Individual size="2">
	<FitnessMin value="25953"/>
	<Tree size="5">+ max SH RI DIFF </Tree>
	<Tree size="23">- / * DIFF DIFF SH max / SH max max RI RI AVG - / - BLKD BLKD max SH SH SH </Tree>
</Individual>

Fitness on train:25953	2057576.000000
Fitness on validation:26238	2067384.000000
Fitness on test:26230	2072271.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="2">
		<FitnessMin value="25953"/>
		<Tree size="5">+ max SH RI DIFF </Tree>
		<Tree size="23">- / * DIFF DIFF SH max / SH max max RI RI AVG - / - BLKD BLKD max SH SH SH </Tree>
	</Individual>
</HallOfFame>

