Start time: Sat May 29 19:45:57 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 60442
	min: 29914
	avg: 39834.6
	stdev: 11248.3

Best in 0
<Individual size="2">
	<FitnessMin value="29914"/>
	<Tree size="17">* + min SH DIFF BLKD - max SH SH / - min SH AVG BLKD RI </Tree>
	<Tree size="15">max DIFF max SH / min RI DIFF + * BLKD AVG max MIN MIN </Tree>
</Individual>

Fitness on train:29914	2205931.000000
Fitness on validation:30037	2210844.000000
Fitness on test:30238	2217826.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 36288
	min: 29914
	avg: 32096.7
	stdev: 1973.86

Best in 1
<Individual size="2">
	<FitnessMin value="29914"/>
	<Tree size="17">* + min SH DIFF BLKD - max SH SH / - min SH AVG BLKD RI </Tree>
	<Tree size="15">max DIFF max SH / min RI DIFF + * BLKD AVG max MIN MIN </Tree>
</Individual>

Fitness on train:29914	2205931.000000
Fitness on validation:30037	2210844.000000
Fitness on test:30238	2217826.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 41471
	min: 28648
	avg: 31399.2
	stdev: 3682.84

Best in 2
<Individual size="2">
	<FitnessMin value="28648"/>
	<Tree size="17">* + min SH DIFF BLKD - max SH SH / - min SH AVG BLKD RI </Tree>
	<Tree size="13">/ DIFF / + DIFF DIFF max - * SH DIFF SH SH </Tree>
</Individual>

Fitness on train:28648	2146176.000000
Fitness on validation:28719	2150161.000000
Fitness on test:28967	2158867.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 29914
	min: 28099
	avg: 28972.9
	stdev: 671.157

Best in 3
<Individual size="2">
	<FitnessMin value="28099"/>
	<Tree size="17">* + min RI DIFF BLKD - max SH SH / - min SH AVG BLKD RI </Tree>
	<Tree size="11">/ DIFF / + DIFF DIFF max - DIFF SH SH </Tree>
</Individual>

Fitness on train:28099	2126897.000000
Fitness on validation:28418	2139687.000000
Fitness on test:28593	2145286.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 56285
	min: 28052
	avg: 31072.7
	stdev: 8862.38

Best in 4
<Individual size="2">
	<FitnessMin value="28052"/>
	<Tree size="17">* + min RI DIFF BLKD - min RI DIFF / - min SH AVG BLKD RI </Tree>
	<Tree size="11">/ DIFF / + DIFF DIFF max - DIFF SH SH </Tree>
</Individual>

Fitness on train:28052	2125892.000000
Fitness on validation:28385	2138463.000000
Fitness on test:28601	2146007.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 28099
	min: 28052
	avg: 28094.3
	stdev: 14.8627

Best in 5
<Individual size="2">
	<FitnessMin value="28052"/>
	<Tree size="17">* + min RI DIFF BLKD - min RI DIFF / - min SH AVG BLKD RI </Tree>
	<Tree size="11">/ DIFF / + DIFF DIFF max - DIFF SH SH </Tree>
</Individual>

Fitness on train:28052	2125892.000000
Fitness on validation:28385	2138463.000000
Fitness on test:28601	2146007.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="4">
		<FitnessMin value="28052"/>
		<Tree size="17">* + min RI DIFF BLKD - min RI DIFF / - min SH AVG BLKD RI </Tree>
		<Tree size="11">/ DIFF / + DIFF DIFF max - DIFF SH SH </Tree>
	</Individual>
</HallOfFame>

