Start time: Sat May 29 19:44:58 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 56721
	min: 26885
	avg: 41031.1
	stdev: 9793.87

Best in 0
<Individual size="2">
	<FitnessMin value="26885"/>
	<Tree size="3">- SH AVG </Tree>
	<Tree size="63">- - max + + SH DIFF min MIN BLKD + - SH SH + AVG RI + / - BLKD BLKD - BLKD DIFF - max SH BLKD max MIN MIN max + min + MIN DIFF - BLKD BLKD * min RI RI min RI AVG - max max BLKD BLKD * DIFF BLKD - / BLKD RI / AVG DIFF </Tree>
</Individual>

Fitness on train:26885	2089109.000000
Fitness on validation:27375	2108449.000000
Fitness on test:27477	2112982.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 39137
	min: 26794
	avg: 30408.1
	stdev: 4825.43

Best in 1
<Individual size="2">
	<FitnessMin value="26794"/>
	<Tree size="3">- SH AVG </Tree>
	<Tree size="63">- - max + + SH DIFF min MIN BLKD + - SH SH + AVG RI + / - BLKD BLKD - BLKD DIFF - max SH BLKD max MIN MIN max + min + MIN DIFF - BLKD BLKD * min RI RI min RI AVG - / min DIFF AVG / DIFF DIFF - / BLKD RI / AVG DIFF </Tree>
</Individual>

Fitness on train:26794	2085645.000000
Fitness on validation:27295	2105643.000000
Fitness on test:27284	2106029.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 26960
	min: 26295
	avg: 26729
	stdev: 235.672

Best in 2
<Individual size="2">
	<FitnessMin value="26295"/>
	<Tree size="3">- SH AVG </Tree>
	<Tree size="63">- - max + max DIFF DIFF min MIN BLKD + - AVG SH + AVG MIN min / max SH AVG - BLKD AVG - max SH DIFF max AVG MIN max + min + MIN DIFF - BLKD BLKD * min RI RI min RI AVG - max max BLKD BLKD * DIFF BLKD - / BLKD RI / AVG DIFF </Tree>
</Individual>

Fitness on train:26295	2067141.000000
Fitness on validation:26740	2084393.000000
Fitness on test:26792	2086499.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 27339
	min: 26285
	avg: 26597
	stdev: 361.186

Best in 3
<Individual size="2">
	<FitnessMin value="26285"/>
	<Tree size="3">- SH AVG </Tree>
	<Tree size="63">- - max + max DIFF DIFF min MIN BLKD + - AVG SH + AVG MIN min - max SH BLKD max MIN MIN - max SH DIFF max AVG MIN max + min + MIN DIFF - BLKD BLKD * min RI RI min RI AVG - max max BLKD BLKD * DIFF BLKD - + MIN DIFF / AVG DIFF </Tree>
</Individual>

Fitness on train:26285	2067733.000000
Fitness on validation:26642	2080493.000000
Fitness on test:26655	2082117.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 26295
	min: 26270
	avg: 26287.1
	stdev: 8.30596

Best in 4
<Individual size="2">
	<FitnessMin value="26270"/>
	<Tree size="3">- SH AVG </Tree>
	<Tree size="61">- - max + max DIFF DIFF BLKD + - AVG SH + AVG MIN min / max SH AVG - BLKD AVG - max SH DIFF max AVG MIN max + min + MIN DIFF - BLKD BLKD * min RI RI min RI AVG - max max BLKD BLKD * DIFF BLKD - + MIN DIFF / AVG DIFF </Tree>
</Individual>

Fitness on train:26270	2066350.000000
Fitness on validation:26645	2081187.000000
Fitness on test:26627	2080879.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 26295
	min: 26270
	avg: 26278.8
	stdev: 6.81175

Best in 5
<Individual size="2">
	<FitnessMin value="26270"/>
	<Tree size="3">- SH AVG </Tree>
	<Tree size="61">- - max + max DIFF DIFF BLKD + - AVG SH + AVG MIN min / max SH AVG - BLKD AVG - max SH DIFF max AVG MIN max + min + MIN DIFF - BLKD BLKD * min RI RI min RI AVG - max max BLKD BLKD * DIFF BLKD - + MIN DIFF / AVG DIFF </Tree>
</Individual>

Fitness on train:26270	2066350.000000
Fitness on validation:26645	2081187.000000
Fitness on test:26627	2080879.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="4">
		<FitnessMin value="26270"/>
		<Tree size="3">- SH AVG </Tree>
		<Tree size="61">- - max + max DIFF DIFF BLKD + - AVG SH + AVG MIN min / max SH AVG - BLKD AVG - max SH DIFF max AVG MIN max + min + MIN DIFF - BLKD BLKD * min RI RI min RI AVG - max max BLKD BLKD * DIFF BLKD - + MIN DIFF / AVG DIFF </Tree>
	</Individual>
</HallOfFame>

