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+ CACHE: True
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CODON_SIZE: 100000
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CROSSOVER: subtree
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CROSSOVER_PROBABILITY: 0.75
@@ -6,21 +7,17 @@ DATASET_TEST: Vladislavleva4/Test.txt
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DEBUG: False
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ERROR_METRIC: mse
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GENERATIONS: 50
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+ MAX_GENOME_LENGTH: 500
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GRAMMAR_FILE: supervised_learning/Vladislavleva4.bnf
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INITIALISATION: PI_grow
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INVALID_SELECTION: False
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MAX_INIT_TREE_DEPTH: 10
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MAX_TREE_DEPTH: 17
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MUTATION: subtree
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POPULATION_SIZE: 500
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- REPLACEMENT: generational
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- TOURNAMENT_SIZE: 2
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- VERBOSE: False
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- SAVE_ALL: False
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- ELITE_SIZE: 0
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FITNESS_FUNCTION: supervised_learning.regression, minimise_nodes
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- SELECTION: nsga2_selection
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REPLACEMENT: nsga2_replacement
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- CACHE: True
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+ SELECTION: nsga2_selection
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+ TOURNAMENT_SIZE: 2
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+ VERBOSE: True
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MUTATE_DUPLICATES: True
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- VERBOSE: True
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GRAMMAR_FILE: moo/moo_zdt123.bnf
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FITNESS_FUNCTION: multi_objective.binary_phenotype_to_float, multi_objective.zdt1
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CODON_SIZE: 1000
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- POPULATION_SIZE: 50
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+ POPULATION_SIZE: 500
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GENERATIONS: 50
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MUTATION_PROBABILITY: 0.01
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- CROSSOVER_PROBABILITY: 0.8
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+ CROSSOVER_PROBABILITY: 0.75
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INITIALISATION: uniform_genome
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- SAVE_ALL: False
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TOURNAMENT_SIZE: 2
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- RANDOM_SEED: 0
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INIT_GENOME_LENGTH: 1230
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CROSSOVER: fixed_onepoint
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MUTATION: int_flip_per_codon
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- ELITE_SIZE: 0
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SELECTION: nsga2_selection
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REPLACEMENT: nsga2_replacement
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- VERBOSE: True
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+ VERBOSE: True
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+ CACHE: True
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