Start time: Sat May 29 19:45:23 2021

Evaluating initial population...
Generation: 0
Elapsed time: 0
Deme: 0
Evaluations: 10
Stats: fitness
	max: 67277
	min: 30016
	avg: 41228.7
	stdev: 10328.8

Best in 0
<Individual size="2">
	<FitnessMin value="30016"/>
	<Tree size="5">* / SH MIN SH </Tree>
	<Tree size="63">+ / / min / AVG SH / DIFF SH + + DIFF AVG / MIN DIFF min max * BLKD MIN max MIN SH / max BLKD DIFF min BLKD SH max / * - RI BLKD * AVG SH min - BLKD RI min DIFF SH / * + AVG SH min RI AVG * - BLKD RI - BLKD BLKD </Tree>
</Individual>

Fitness on train:30016	2215187.000000
Fitness on validation:30133	2216881.000000
Fitness on test:30100	2218241.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 39137
	min: 30016
	avg: 32887.2
	stdev: 3419.3

Best in 1
<Individual size="2">
	<FitnessMin value="30016"/>
	<Tree size="5">* / SH MIN SH </Tree>
	<Tree size="63">+ / / min / AVG SH / DIFF SH + + DIFF AVG / MIN DIFF min max * BLKD MIN max MIN SH / max BLKD DIFF min BLKD SH max / * - RI BLKD * AVG SH min - BLKD RI min DIFF SH / * + AVG SH min RI AVG * - BLKD RI - BLKD BLKD </Tree>
</Individual>

Fitness on train:30016	2215187.000000
Fitness on validation:30133	2216881.000000
Fitness on test:30100	2218241.000000
Generation: 2
Elapsed time: 1
Deme: 0
Evaluations: 30
Stats: fitness
	max: 31103
	min: 26074
	avg: 30272.9
	stdev: 1561.75

Best in 2
<Individual size="2">
	<FitnessMin value="26074"/>
	<Tree size="5">max / SH MIN RI </Tree>
	<Tree size="63">+ / / min / AVG SH / DIFF SH + + DIFF AVG / MIN DIFF min max * BLKD MIN max MIN SH / max BLKD DIFF min BLKD SH max / * - RI BLKD * AVG SH min - BLKD RI min DIFF SH / * + AVG SH min RI AVG * - BLKD RI - BLKD BLKD </Tree>
</Individual>

Fitness on train:26074	2042388.000000
Fitness on validation:26276	2049202.000000
Fitness on test:26416	2057403.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 39137
	min: 26074
	avg: 29098.4
	stdev: 3844.9

Best in 3
<Individual size="2">
	<FitnessMin value="26074"/>
	<Tree size="5">max / SH MIN RI </Tree>
	<Tree size="63">+ / / min / AVG SH / DIFF SH + + DIFF AVG / MIN DIFF min max * BLKD MIN max MIN SH / max BLKD DIFF min BLKD SH max / * - RI BLKD * AVG SH min - BLKD RI min DIFF SH / * + AVG SH min RI AVG * - BLKD RI - BLKD BLKD </Tree>
</Individual>

Fitness on train:26074	2042388.000000
Fitness on validation:26276	2049202.000000
Fitness on test:26416	2057403.000000
Generation: 4
Elapsed time: 2
Deme: 0
Evaluations: 50
Stats: fitness
	max: 39137
	min: 26074
	avg: 27916.7
	stdev: 3955.45

Best in 4
<Individual size="2">
	<FitnessMin value="26074"/>
	<Tree size="5">max / SH MIN RI </Tree>
	<Tree size="63">+ / / min / AVG SH / DIFF SH + + DIFF AVG / MIN DIFF min max * BLKD MIN max MIN SH / max BLKD DIFF min BLKD SH max / * - RI BLKD * AVG SH min - BLKD RI min DIFF SH / * + AVG SH min RI AVG * - BLKD RI - BLKD BLKD </Tree>
</Individual>

Fitness on train:26074	2042388.000000
Fitness on validation:26276	2049202.000000
Fitness on test:26416	2057403.000000
Generation: 5
Elapsed time: 3
Deme: 0
Evaluations: 60
Stats: fitness
	max: 39137
	min: 26042
	avg: 27595.9
	stdev: 4069.99

Best in 5
<Individual size="2">
	<FitnessMin value="26042"/>
	<Tree size="5">max / SH MIN RI </Tree>
	<Tree size="59">+ / / min / AVG SH / DIFF SH + + DIFF AVG / MIN DIFF min + DIFF AVG / max BLKD DIFF min BLKD SH max / * - RI BLKD * AVG SH min - BLKD RI min DIFF SH / * + AVG SH min RI AVG * - BLKD RI - BLKD BLKD </Tree>
</Individual>

Fitness on train:26042	2041224.000000
Fitness on validation:26215	2046431.000000
Fitness on test:26406	2056134.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="5">
		<FitnessMin value="26042"/>
		<Tree size="5">max / SH MIN RI </Tree>
		<Tree size="59">+ / / min / AVG SH / DIFF SH + + DIFF AVG / MIN DIFF min + DIFF AVG / max BLKD DIFF min BLKD SH max / * - RI BLKD * AVG SH min - BLKD RI min DIFF SH / * + AVG SH min RI AVG * - BLKD RI - BLKD BLKD </Tree>
	</Individual>
</HallOfFame>

