Start time: Sat May 29 19:45:26 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 60195
	min: 26986
	avg: 44746.3
	stdev: 12317.4

Best in 0
<Individual size="2">
	<FitnessMin value="26986"/>
	<Tree size="29">/ max / min DIFF max BLKD MIN SH / DIFF / + SH MIN min AVG DIFF - AVG min MIN / max AVG SH max AVG BLKD </Tree>
	<Tree size="63">max min max min + RI BLKD + BLKD DIFF * * RI BLKD + DIFF AVG max max max RI RI / DIFF RI * / MIN AVG + AVG MIN min / - * RI RI * AVG MIN - + AVG AVG - AVG SH / / * BLKD MIN min MIN AVG min / DIFF DIFF / RI BLKD </Tree>
</Individual>

Fitness on train:26986	2075552.000000
Fitness on validation:27472	2094082.000000
Fitness on test:27395	2093216.000000
Generation: 1
Elapsed time: 2
Deme: 0
Evaluations: 20
Stats: fitness
	max: 44303
	min: 26986
	avg: 33636.4
	stdev: 6524.71

Best in 1
<Individual size="2">
	<FitnessMin value="26986"/>
	<Tree size="29">/ max / min DIFF max BLKD MIN SH / DIFF / + SH MIN min AVG DIFF - AVG min MIN / max AVG SH max AVG BLKD </Tree>
	<Tree size="63">max min max min + RI BLKD + BLKD DIFF * * RI BLKD + DIFF AVG max max max RI RI / DIFF RI * / MIN AVG + AVG MIN min / - * RI RI * AVG MIN - + AVG AVG - AVG SH / / * BLKD MIN min MIN AVG min / DIFF DIFF / RI BLKD </Tree>
</Individual>

Fitness on train:26986	2075552.000000
Fitness on validation:27472	2094082.000000
Fitness on test:27395	2093216.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 34937
	min: 26986
	avg: 27781.1
	stdev: 2514.33

Best in 2
<Individual size="2">
	<FitnessMin value="26986"/>
	<Tree size="29">/ max / min DIFF max BLKD MIN SH / DIFF / + SH MIN min AVG DIFF - AVG min MIN / max AVG SH max AVG BLKD </Tree>
	<Tree size="63">max min max min + RI BLKD + BLKD DIFF * * RI BLKD + DIFF AVG max max max RI RI / DIFF RI * / MIN AVG + AVG MIN min / - * RI RI * AVG MIN - + AVG AVG - AVG SH / / * BLKD MIN min MIN AVG min / DIFF DIFF / RI BLKD </Tree>
</Individual>

Fitness on train:26986	2075552.000000
Fitness on validation:27472	2094082.000000
Fitness on test:27395	2093216.000000
Generation: 3
Elapsed time: 3
Deme: 0
Evaluations: 40
Stats: fitness
	max: 26986
	min: 26799
	avg: 26967.3
	stdev: 59.1346

Best in 3
<Individual size="2">
	<FitnessMin value="26799"/>
	<Tree size="29">/ max / min DIFF max BLKD MIN SH / DIFF / + SH MIN min AVG DIFF - AVG min MIN / max AVG SH + SH MIN </Tree>
	<Tree size="61">max min max min + RI BLKD + BLKD DIFF * * RI BLKD + DIFF SH max max max RI RI / DIFF RI * / AVG AVG + AVG MIN min / - * RI RI * AVG MIN - + AVG AVG - AVG SH / * - RI AVG BLKD min / DIFF DIFF / RI BLKD </Tree>
</Individual>

Fitness on train:26799	2067501.000000
Fitness on validation:27091	2080348.000000
Fitness on test:27331	2090371.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 38372
	min: 26799
	avg: 28049.8
	stdev: 3628.04

Best in 4
<Individual size="2">
	<FitnessMin value="26799"/>
	<Tree size="29">/ max / min DIFF max BLKD MIN SH / DIFF / + SH MIN min AVG DIFF - AVG min MIN / max AVG SH + SH MIN </Tree>
	<Tree size="61">max min max min + RI BLKD + BLKD DIFF * * RI BLKD + DIFF SH max max max RI RI / DIFF RI * / AVG AVG + AVG MIN min / - * RI RI * AVG MIN - + AVG AVG - AVG SH / * - RI AVG BLKD min / DIFF DIFF / RI BLKD </Tree>
</Individual>

Fitness on train:26799	2067501.000000
Fitness on validation:27091	2080348.000000
Fitness on test:27331	2090371.000000
Generation: 5
Elapsed time: 4
Deme: 0
Evaluations: 60
Stats: fitness
	max: 46914
	min: 26799
	avg: 28829.2
	stdev: 6354.62

Best in 5
<Individual size="2">
	<FitnessMin value="26799"/>
	<Tree size="29">/ max / min DIFF max BLKD MIN SH / DIFF / + SH MIN min AVG DIFF - AVG min MIN / max AVG SH + SH MIN </Tree>
	<Tree size="61">max min max min + RI BLKD + BLKD DIFF * * RI BLKD + DIFF SH max max max RI RI / DIFF RI * / AVG AVG + AVG MIN min / - * RI RI * AVG MIN - + AVG AVG - AVG SH / * - RI AVG BLKD min / DIFF DIFF / RI BLKD </Tree>
</Individual>

Fitness on train:26799	2067501.000000
Fitness on validation:27091	2080348.000000
Fitness on test:27331	2090371.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="3">
		<FitnessMin value="26799"/>
		<Tree size="29">/ max / min DIFF max BLKD MIN SH / DIFF / + SH MIN min AVG DIFF - AVG min MIN / max AVG SH + SH MIN </Tree>
		<Tree size="61">max min max min + RI BLKD + BLKD DIFF * * RI BLKD + DIFF SH max max max RI RI / DIFF RI * / AVG AVG + AVG MIN min / - * RI RI * AVG MIN - + AVG AVG - AVG SH / * - RI AVG BLKD min / DIFF DIFF / RI BLKD </Tree>
	</Individual>
</HallOfFame>

