Start time: Sat May 29 19:45:15 2021

Evaluating initial population...
Generation: 0
Elapsed time: 1
Deme: 0
Evaluations: 10
Stats: fitness
	max: 61568
	min: 28598
	avg: 44792.3
	stdev: 11612.8

Best in 0
<Individual size="2">
	<FitnessMin value="28598"/>
	<Tree size="21">min * min BLKD / AVG SH * - DIFF BLKD AVG min max - max SH BLKD MIN MIN MIN </Tree>
	<Tree size="63">- * min min / BLKD DIFF min SH RI / - BLKD AVG / AVG SH max min / AVG BLKD max AVG BLKD max min BLKD BLKD * RI AVG * - - / MIN RI + SH SH + / SH RI / MIN DIFF min - / RI DIFF min DIFF SH * + BLKD RI max MIN RI </Tree>
</Individual>

Fitness on train:28598	2158127.000000
Fitness on validation:28770	2164163.000000
Fitness on test:28771	2164502.000000
Generation: 1
Elapsed time: 1
Deme: 0
Evaluations: 20
Stats: fitness
	max: 39137
	min: 28405
	avg: 32740.6
	stdev: 4289.37

Best in 1
<Individual size="2">
	<FitnessMin value="28405"/>
	<Tree size="23">min * min BLKD / AVG max BLKD DIFF * - DIFF BLKD AVG min max - max SH BLKD MIN MIN MIN </Tree>
	<Tree size="33">- min * * max SH BLKD / MIN BLKD max min RI SH + DIFF MIN min - min SH RI / MIN SH / * DIFF RI max DIFF RI SH </Tree>
</Individual>

Fitness on train:28405	2151337.000000
Fitness on validation:28715	2162703.000000
Fitness on test:28775	2165923.000000
Generation: 2
Elapsed time: 2
Deme: 0
Evaluations: 30
Stats: fitness
	max: 31418
	min: 28395
	avg: 29062.1
	stdev: 1243.94

Best in 2
<Individual size="2">
	<FitnessMin value="28395"/>
	<Tree size="23">min * min BLKD / AVG max BLKD DIFF * - DIFF BLKD AVG min max - max SH BLKD MIN MIN MIN </Tree>
	<Tree size="63">- * min min / BLKD DIFF min SH RI / - BLKD AVG / AVG SH max min / AVG BLKD max RI BLKD max min BLKD BLKD * RI AVG * - - / MIN RI + SH SH + / SH RI / MIN DIFF min - / RI DIFF min DIFF SH * + BLKD RI max MIN RI </Tree>
</Individual>

Fitness on train:28395	2150658.000000
Fitness on validation:28791	2164528.000000
Fitness on test:28842	2166926.000000
Generation: 3
Elapsed time: 2
Deme: 0
Evaluations: 40
Stats: fitness
	max: 31498
	min: 28395
	avg: 28731.9
	stdev: 973.805

Best in 3
<Individual size="2">
	<FitnessMin value="28395"/>
	<Tree size="23">min * min BLKD / AVG max BLKD DIFF * - DIFF BLKD AVG min max - max SH BLKD MIN MIN MIN </Tree>
	<Tree size="63">- * min min / BLKD DIFF min SH RI / - BLKD AVG / AVG SH max min / AVG BLKD max RI BLKD max min BLKD BLKD * RI AVG * - - / MIN RI + SH SH + / SH RI / MIN DIFF min - / RI DIFF min DIFF SH * + BLKD RI max MIN RI </Tree>
</Individual>

Fitness on train:28395	2150658.000000
Fitness on validation:28791	2164528.000000
Fitness on test:28842	2166926.000000
Generation: 4
Elapsed time: 3
Deme: 0
Evaluations: 50
Stats: fitness
	max: 28542
	min: 28395
	avg: 28414.5
	stdev: 45.9063

Best in 4
<Individual size="2">
	<FitnessMin value="28395"/>
	<Tree size="23">min * min BLKD / AVG max BLKD DIFF * - DIFF BLKD AVG min max - max SH BLKD MIN MIN MIN </Tree>
	<Tree size="63">- * min min / BLKD DIFF min SH RI / - BLKD AVG / AVG SH max min / AVG BLKD max RI BLKD max min BLKD BLKD * RI AVG * - - / MIN RI + SH SH + / SH RI / MIN DIFF min - / RI DIFF min DIFF SH * + BLKD RI max MIN RI </Tree>
</Individual>

Fitness on train:28395	2150658.000000
Fitness on validation:28791	2164528.000000
Fitness on test:28842	2166926.000000
Generation: 5
Elapsed time: 4
Deme: 0
Evaluations: 60
Stats: fitness
	max: 28395
	min: 28395
	avg: 28395
	stdev: 0

Best in 5
<Individual size="2">
	<FitnessMin value="28395"/>
	<Tree size="23">min * min BLKD / AVG max BLKD DIFF * - DIFF BLKD AVG min max - max SH BLKD MIN MIN MIN </Tree>
	<Tree size="63">- * min min / BLKD DIFF min SH RI / - BLKD AVG / AVG SH max min / AVG BLKD max RI BLKD max min BLKD BLKD * RI AVG * - - / MIN RI + SH SH + / SH RI / MIN DIFF min - / RI DIFF min DIFF SH * + BLKD RI max MIN RI </Tree>
</Individual>

Fitness on train:28395	2150658.000000
Fitness on validation:28791	2164528.000000
Fitness on test:28842	2166926.000000
Termination: max generation reached (5)

Best of run: 
<HallOfFame size="1">
	<Individual size="2" gen="2">
		<FitnessMin value="28395"/>
		<Tree size="23">min * min BLKD / AVG max BLKD DIFF * - DIFF BLKD AVG min max - max SH BLKD MIN MIN MIN </Tree>
		<Tree size="63">- * min min / BLKD DIFF min SH RI / - BLKD AVG / AVG SH max min / AVG BLKD max RI BLKD max min BLKD BLKD * RI AVG * - - / MIN RI + SH SH + / SH RI / MIN DIFF min - / RI DIFF min DIFF SH * + BLKD RI max MIN RI </Tree>
	</Individual>
</HallOfFame>

