Start time: Sat May 29 19:45:43 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 59743
	min: 26004
	avg: 38960.2
	stdev: 11654.3

Best in 0
<Individual size="2">
	<FitnessMin value="26004"/>
	<Tree size="7">* max SH + RI DIFF DIFF </Tree>
	<Tree size="63">+ / / * - AVG SH - RI RI / * SH BLKD - DIFF MIN - min max AVG BLKD / DIFF AVG min max DIFF BLKD * DIFF DIFF / / min max SH RI min SH BLKD - / RI BLKD - DIFF DIFF max * max SH AVG * AVG BLKD * + MIN SH * DIFF DIFF </Tree>
</Individual>

Fitness on train:26004	2034822.000000
Fitness on validation:26224	2044047.000000
Fitness on test:26193	2044168.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 40764
	min: 26004
	avg: 31006
	stdev: 5155.8

Best in 1
<Individual size="2">
	<FitnessMin value="26004"/>
	<Tree size="7">* max SH + RI DIFF DIFF </Tree>
	<Tree size="63">+ / / * - AVG SH - RI RI / * SH BLKD - DIFF MIN - min max AVG BLKD / DIFF AVG min max DIFF BLKD * DIFF DIFF / / min max SH RI min SH BLKD - / RI BLKD - DIFF DIFF max * max SH AVG * AVG BLKD * + MIN SH * DIFF DIFF </Tree>
</Individual>

Fitness on train:26004	2034822.000000
Fitness on validation:26224	2044047.000000
Fitness on test:26193	2044168.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 62311
	min: 25722
	avg: 30046.5
	stdev: 11374.7

Best in 2
<Individual size="2">
	<FitnessMin value="25722"/>
	<Tree size="7">* max SH min RI DIFF DIFF </Tree>
	<Tree size="41">max min - + / BLKD MIN / AVG MIN SH + / AVG AVG min MIN - MIN SH / max + min MIN DIFF / MIN SH MIN min / * MIN AVG RI max * BLKD AVG BLKD </Tree>
</Individual>

Fitness on train:25722	2023017.000000
Fitness on validation:26162	2040723.000000
Fitness on test:26110	2040603.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 26677
	min: 25722
	avg: 25929.2
	stdev: 368.186

Best in 3
<Individual size="2">
	<FitnessMin value="25722"/>
	<Tree size="7">* max SH min RI DIFF DIFF </Tree>
	<Tree size="41">max min - + / BLKD MIN / AVG MIN SH + / AVG AVG min MIN - MIN SH / max + min MIN DIFF / MIN SH MIN min / * MIN AVG RI max * BLKD AVG BLKD </Tree>
</Individual>

Fitness on train:25722	2023017.000000
Fitness on validation:26162	2040723.000000
Fitness on test:26110	2040603.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 26004
	min: 25722
	avg: 25753.4
	stdev: 88.0608

Best in 4
<Individual size="2">
	<FitnessMin value="25722"/>
	<Tree size="7">* max SH min RI DIFF DIFF </Tree>
	<Tree size="41">max min - + / BLKD MIN / AVG MIN SH + / AVG AVG min MIN - MIN SH / max + min MIN DIFF / MIN SH MIN min / * MIN AVG RI max * BLKD AVG BLKD </Tree>
</Individual>

Fitness on train:25722	2023017.000000
Fitness on validation:26162	2040723.000000
Fitness on test:26110	2040603.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 29423
	min: 25488
	avg: 26078.3
	stdev: 1196.05

Best in 5
<Individual size="2">
	<FitnessMin value="25488"/>
	<Tree size="7">* max SH min RI DIFF DIFF </Tree>
	<Tree size="41">max min - * - AVG SH - RI RI SH + / AVG AVG min MIN - MIN SH / max + min MIN DIFF / MIN SH MIN min / * MIN AVG RI max * BLKD AVG BLKD </Tree>
</Individual>

Fitness on train:25488	2013857.000000
Fitness on validation:25901	2030289.000000
Fitness on test:25836	2029733.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="5">
		<FitnessMin value="25488"/>
		<Tree size="7">* max SH min RI DIFF DIFF </Tree>
		<Tree size="41">max min - * - AVG SH - RI RI SH + / AVG AVG min MIN - MIN SH / max + min MIN DIFF / MIN SH MIN min / * MIN AVG RI max * BLKD AVG BLKD </Tree>
	</Individual>
</HallOfFame>

