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sample-out.txt
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sample-out.txt
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Starting block: 9885000, min tx sample size: 2000000, min tx size: 0, span batch mode: true
Training over the older half of transactions, evaluating over the newer half.
Reached tx limit. Txs: 2000011 Last block fetched: 9653936
mean uncompressedSizeEstimator 435.29
mean cheap0Estimator 194.83
mean cheap1Estimator 197.52
mean cheap2Estimator 199.90
mean cheap3Estimator 202.04
mean cheap4Estimator 203.96
mean cheap5Estimator 205.69
mean repeatedByte0Estimator 199.05
mean repeatedByte1Estimator 201.24
mean repeatedByte2Estimator 203.19
mean repeatedOrZeroEstimator 189.51
mean fastLZEstimator 186.33
mean zlibBestEstimator 167.26
mean zlibBestBatchEstimator 105.17
scalar uncompressedSizeEstimator 0.23
scalar cheap0Estimator 0.51
scalar cheap1Estimator 0.50
scalar cheap2Estimator 0.49
scalar cheap3Estimator 0.49
scalar cheap4Estimator 0.49
scalar cheap5Estimator 0.48
scalar repeatedByte0Estimator 0.50
scalar repeatedByte1Estimator 0.49
scalar repeatedByte2Estimator 0.49
scalar repeatedOrZeroEstimator 0.52
scalar fastLZEstimator 0.57
scalar zlibBestEstimator 0.63
scalar zlibBestBatchEstimator 1.00
Regression uncompressedSizeEstimator: 56.3043 + 0.1105*x_0
Regression cheap0Estimator: 49.2544 + 0.2776*x_0
Regression cheap1Estimator: 49.9419 + 0.2709*x_0
Regression cheap2Estimator: 50.6035 + 0.2650*x_0
Regression cheap3Estimator: 51.2273 + 0.2596*x_0
Regression cheap4Estimator: 51.8135 + 0.2548*x_0
Regression cheap5Estimator: 52.3591 + 0.2504*x_0
Regression repeatedByte0Estimator: 48.9453 + 0.2733*x_0
Regression repeatedByte1Estimator: 49.6902 + 0.2672*x_0
Regression repeatedByte2Estimator: 50.3950 + 0.2618*x_0
Regression repeatedOrZeroEstimator: 49.3482 + 0.2848*x_0
Regression fastLZEstimator: -38.4520 + 0.7657*x_0
Regression zlibBestEstimator: -58.7218 + 0.9758*x_0
Regression zlibBestBatchEstimator: 0.0001 + 1.0000*x_0
Regression uncompressedSizeEstimator: 56.2560 + 0.0552*x_0 + 0.0552*x_1
Regression cheap0Estimator: 47.2188 + 0.6392*x_0 + -0.1591*x_1
Regression cheap1Estimator: 47.2191 + 0.7244*x_0 + -0.2018*x_1
Regression cheap2Estimator: 47.2208 + 0.8218*x_0 + -0.2505*x_1
Regression cheap3Estimator: 47.2179 + 0.9342*x_0 + -0.3066*x_1
Regression cheap4Estimator: 47.2200 + 1.0653*x_0 + -0.3722*x_1
Regression cheap5Estimator: 47.2178 + 1.2203*x_0 + -0.4497*x_1
Regression repeatedByte0Estimator: 46.1643 + 0.7143*x_0 + -0.1976*x_1
Regression repeatedByte1Estimator: 46.1657 + 0.8095*x_0 + -0.2452*x_1
Regression repeatedByte2Estimator: 46.1654 + 0.9183*x_0 + -0.2996*x_1
Regression repeatedOrZeroEstimator: 47.4080 + 0.6784*x_0 + -0.1690*x_1
Regression fastLZEstimator: -48.2634 + 0.9028*x_0 + -0.0347*x_1
Regression zlibBestEstimator: -59.6952 + 0.9918*x_0 + -0.0036*x_1
Regression zlibBestBatchEstimator: 0.0008 + 1.0000*x_0 + 0.0000*x_1
========= TRAINING SET STATS: SCALAR MODEL, 1D REGRESSION, 2D REGRESSION ==========
mean-absolute-error uncompressedSizeEstimator 67.43 58.77 58.76
mean-absolute-error cheap0Estimator 67.72 63.48 76.45
mean-absolute-error cheap1Estimator 66.36 62.50 76.45
mean-absolute-error cheap2Estimator 65.53 61.71 76.45
mean-absolute-error cheap3Estimator 65.10 61.09 76.45
mean-absolute-error cheap4Estimator 64.94 60.59 76.45
mean-absolute-error cheap5Estimator 64.96 60.19 76.45
mean-absolute-error repeatedByte0Estimator 66.51 62.81 77.51
mean-absolute-error repeatedByte1Estimator 65.43 61.96 77.51
mean-absolute-error repeatedByte2Estimator 64.81 61.27 77.51
mean-absolute-error repeatedOrZeroEstimator 67.88 63.71 77.72
mean-absolute-error fastLZEstimator 40.30 39.37 38.80
mean-absolute-error zlibBestEstimator 44.92 39.21 39.54
mean-absolute-error zlibBestBatchEstimator 0.00 0.00 0.00
root-mean-sq-error uncompressedSizeEstimator 352.99 244.00 244.00
root-mean-sq-error cheap0Estimator 308.25 223.09 211.84
root-mean-sq-error cheap1Estimator 312.52 225.40 211.84
root-mean-sq-error cheap2Estimator 316.63 227.53 211.84
root-mean-sq-error cheap3Estimator 320.51 229.47 211.84
root-mean-sq-error cheap4Estimator 324.15 231.25 211.84
root-mean-sq-error cheap5Estimator 327.55 232.87 211.84
root-mean-sq-error repeatedByte0Estimator 306.25 221.73 205.82
root-mean-sq-error repeatedByte1Estimator 310.89 224.26 205.82
root-mean-sq-error repeatedByte2Estimator 315.27 226.57 205.82
root-mean-sq-error repeatedOrZeroEstimator 308.65 222.63 210.17
root-mean-sq-error fastLZEstimator 113.88 73.71 58.24
root-mean-sq-error zlibBestEstimator 129.66 54.09 53.82
root-mean-sq-error zlibBestBatchEstimator 0.00 0.01 0.01
========= SCALAR MODEL, 1D REGRESSION, 2D REGRESSION ==========
mean-absolute-error uncompressedSizeEstimator 56.41 57.23 57.22
mean-absolute-error cheap0Estimator 55.46 61.18 75.08
mean-absolute-error cheap1Estimator 53.93 60.16 75.08
mean-absolute-error cheap2Estimator 53.06 59.37 75.08
mean-absolute-error cheap3Estimator 52.71 58.75 75.08
mean-absolute-error cheap4Estimator 52.68 58.28 75.08
mean-absolute-error cheap5Estimator 52.84 57.92 75.08
mean-absolute-error repeatedByte0Estimator 54.17 60.39 76.26
mean-absolute-error repeatedByte1Estimator 52.96 59.52 76.26
mean-absolute-error repeatedByte2Estimator 52.34 58.85 76.26
mean-absolute-error repeatedOrZeroEstimator 55.55 61.37 76.43
mean-absolute-error fastLZEstimator 38.60 37.58 37.35
mean-absolute-error zlibBestEstimator 41.72 37.38 37.62
mean-absolute-error zlibBestBatchEstimator 0.00 0.00 0.00
root-mean-sq-error uncompressedSizeEstimator 229.53 206.98 206.98
root-mean-sq-error cheap0Estimator 186.65 188.97 192.88
root-mean-sq-error cheap1Estimator 189.31 190.52 192.88
root-mean-sq-error cheap2Estimator 192.40 192.12 192.88
root-mean-sq-error cheap3Estimator 195.68 193.68 192.88
root-mean-sq-error cheap4Estimator 198.99 195.17 192.88
root-mean-sq-error cheap5Estimator 202.25 196.59 192.88
root-mean-sq-error repeatedByte0Estimator 184.64 187.33 190.41
root-mean-sq-error repeatedByte1Estimator 187.87 189.21 190.41
root-mean-sq-error repeatedByte2Estimator 191.35 191.04 190.41
root-mean-sq-error repeatedOrZeroEstimator 185.89 188.41 193.02
root-mean-sq-error fastLZEstimator 96.97 61.94 51.64
root-mean-sq-error zlibBestEstimator 101.93 45.68 45.59
root-mean-sq-error zlibBestBatchEstimator 0.00 0.01 0.01