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 ... 2.910166e+06 2.517336
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std 35520.191644 40466.023650 ... 3.465531e+06 1.043643
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min 0.000000 0.000000 ... 9.816417e+04 1.209798
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25% 13.000000 0.000000 ... 6.484984e+05 1.643587
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50% 2108.000000 0.500000 ... 1.607978e+06 2.305758
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75% 12044.500000 26800.250000 ... 3.766565e+06 3.436660
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max 130225.000000 114950.000000 ... 1.227446e+07 4.129712
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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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1.8 cycles per structural_indexes_count
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0.62 cycles per byte_count
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R2 = 0.9966890133532899
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target = stage2_cycle_count
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19 cycles per float_count
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9.5 cycles per structural_indexes_count
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0.33 cycles per byte_count
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R2 = 0.9868882924152415
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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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0.95 cycles per byte_count
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R2 = 0.9923672903089373
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