Start time: Sat May 29 19:46:08 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 49377
	min: 29915
	avg: 39637.8
	stdev: 7306.46

Best in 0
<Individual size="2">
	<FitnessMin value="29915"/>
	<Tree size="3">+ SH AVG </Tree>
	<Tree size="3">min RI SH </Tree>
</Individual>

Fitness on train:29915	2205740.000000
Fitness on validation:30065	2211679.000000
Fitness on test:30207	2216522.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 32780
	min: 29915
	avg: 31905.8
	stdev: 1070.48

Best in 1
<Individual size="2">
	<FitnessMin value="29915"/>
	<Tree size="3">+ SH AVG </Tree>
	<Tree size="3">min RI SH </Tree>
</Individual>

Fitness on train:29915	2205740.000000
Fitness on validation:30065	2211679.000000
Fitness on test:30207	2216522.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 30821
	min: 29915
	avg: 30325
	stdev: 433.396

Best in 2
<Individual size="2">
	<FitnessMin value="29915"/>
	<Tree size="3">+ SH AVG </Tree>
	<Tree size="3">min RI SH </Tree>
</Individual>

Fitness on train:29915	2205740.000000
Fitness on validation:30065	2211679.000000
Fitness on test:30207	2216522.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 30718
	min: 29915
	avg: 30073.8
	stdev: 334.807

Best in 3
<Individual size="2">
	<FitnessMin value="29915"/>
	<Tree size="3">+ SH AVG </Tree>
	<Tree size="3">min RI SH </Tree>
</Individual>

Fitness on train:29915	2205740.000000
Fitness on validation:30065	2211679.000000
Fitness on test:30207	2216522.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 30700
	min: 29915
	avg: 29993.5
	stdev: 248.239

Best in 4
<Individual size="2">
	<FitnessMin value="29915"/>
	<Tree size="3">+ SH AVG </Tree>
	<Tree size="3">min RI SH </Tree>
</Individual>

Fitness on train:29915	2205740.000000
Fitness on validation:30065	2211679.000000
Fitness on test:30207	2216522.000000
Generation: 5
Elapsed time: 2
Deme: 0
Evaluations: 60
Stats: fitness
	max: 29915
	min: 29915
	avg: 29915
	stdev: 0

Best in 5
<Individual size="2">
	<FitnessMin value="29915"/>
	<Tree size="3">+ SH AVG </Tree>
	<Tree size="3">min RI SH </Tree>
</Individual>

Fitness on train:29915	2205740.000000
Fitness on validation:30065	2211679.000000
Fitness on test:30207	2216522.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="0">
		<FitnessMin value="29915"/>
		<Tree size="3">+ SH AVG </Tree>
		<Tree size="3">min RI SH </Tree>
	</Individual>
</HallOfFame>

