Start time: Sat May 29 19:45:10 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 58407
	min: 27891
	avg: 38585.2
	stdev: 9699.92

Best in 0
<Individual size="2">
	<FitnessMin value="27891"/>
	<Tree size="11">- DIFF max + AVG - RI / AVG AVG RI </Tree>
	<Tree size="3">+ DIFF RI </Tree>
</Individual>

Fitness on train:27891	2131580.000000
Fitness on validation:28182	2142878.000000
Fitness on test:28161	2144501.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 35742
	min: 27891
	avg: 31772.9
	stdev: 3567.12

Best in 1
<Individual size="2">
	<FitnessMin value="27891"/>
	<Tree size="11">- DIFF max + AVG - RI / AVG AVG RI </Tree>
	<Tree size="3">+ DIFF RI </Tree>
</Individual>

Fitness on train:27891	2131580.000000
Fitness on validation:28182	2142878.000000
Fitness on test:28161	2144501.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 35646
	min: 27844
	avg: 28936.8
	stdev: 2497.74

Best in 2
<Individual size="2">
	<FitnessMin value="27844"/>
	<Tree size="7">- DIFF max min BLKD MIN RI </Tree>
	<Tree size="15">/ / - SH max - BLKD MIN min AVG MIN AVG * AVG RI </Tree>
</Individual>

Fitness on train:27844	2121506.000000
Fitness on validation:27857	2124746.000000
Fitness on test:28084	2132456.000000
Generation: 3
Elapsed time: 1
Deme: 0
Evaluations: 40
Stats: fitness
	max: 27891
	min: 26530
	avg: 27323.1
	stdev: 682.742

Best in 3
<Individual size="2">
	<FitnessMin value="26530"/>
	<Tree size="11">- DIFF max min BLKD - RI / AVG AVG RI </Tree>
	<Tree size="5">/ BLKD * AVG RI </Tree>
</Individual>

Fitness on train:26530	2056914.000000
Fitness on validation:26792	2067196.000000
Fitness on test:26908	2072329.000000
Generation: 4
Elapsed time: 1
Deme: 0
Evaluations: 50
Stats: fitness
	max: 27844
	min: 26530
	avg: 26792.8
	stdev: 554.031

Best in 4
<Individual size="2">
	<FitnessMin value="26530"/>
	<Tree size="11">- DIFF max min BLKD - RI / AVG AVG RI </Tree>
	<Tree size="5">/ BLKD * AVG RI </Tree>
</Individual>

Fitness on train:26530	2056914.000000
Fitness on validation:26792	2067196.000000
Fitness on test:26908	2072329.000000
Generation: 5
Elapsed time: 2
Deme: 0
Evaluations: 60
Stats: fitness
	max: 26530
	min: 26530
	avg: 26530
	stdev: 0

Best in 5
<Individual size="2">
	<FitnessMin value="26530"/>
	<Tree size="11">- DIFF max min BLKD - RI / AVG AVG RI </Tree>
	<Tree size="5">/ BLKD * AVG RI </Tree>
</Individual>

Fitness on train:26530	2056914.000000
Fitness on validation:26792	2067196.000000
Fitness on test:26908	2072329.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="3">
		<FitnessMin value="26530"/>
		<Tree size="11">- DIFF max min BLKD - RI / AVG AVG RI </Tree>
		<Tree size="5">/ BLKD * AVG RI </Tree>
	</Individual>
</HallOfFame>

