32 lines
1.3 KiB
Plaintext
32 lines
1.3 KiB
Plaintext
loading modeltable.txt
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integer_count float_count ... total_cycles ratio
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count 14.000000 14.000000 ... 1.400000e+01 14.000000
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mean 17156.642857 21488.071429 ... 2.898374e+06 2.523610
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std 35520.191644 40466.023650 ... 3.408262e+06 1.021949
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min 0.000000 0.000000 ... 9.934419e+04 1.225950
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25% 13.000000 0.000000 ... 6.545444e+05 1.650991
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50% 2108.000000 0.500000 ... 1.611746e+06 2.369115
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75% 12044.500000 26800.250000 ... 3.803468e+06 3.441740
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max 130225.000000 114950.000000 ... 1.205456e+07 4.110868
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[8 rows x 18 columns]
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chosenpredictors= ['integer_count', 'float_count', 'string_count', 'backslash_count', 'nonasciibyte_count', 'object_count', 'array_count', 'null_count', 'true_count', 'false_count', 'byte_count', 'structural_indexes_count']
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target = stage1_cycle_count
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1.9 cycles per structural_indexes_count
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0.63 cycles per byte_count
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R2 = 0.9965695015271681
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target = stage2_cycle_count
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19 cycles per float_count
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9 cycles per structural_indexes_count
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0.36 cycles per byte_count
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R2 = 0.9858116267470738
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target = total_cycles
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19 cycles per float_count
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11 cycles per structural_indexes_count
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0.98 cycles per byte_count
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R2 = 0.9919590553913162
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