rustlearn 0.4.3

A machine learning package for Rust.
Documentation
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//! The Boston house prices dataset.

use array::dense::*;

/// Load the Boston house prices dataset, returning a tuple of (features, class labels).
///
/// Boston House Prices dataset
///
/// Notes
/// ------
/// Data Set Characteristics:
///
/// ```text
/// Number of Instances: 506
///
/// Number of Attributes: 13 numeric/categorical predictive
///
/// Median Value (attribute 14) is usually the target
///
/// Attribute Information (in order):
/// - CRIM per capita crime rate by town
/// - ZN   proportion of residential land zoned for lots over 25,000 sq.ft.
/// - INDUSproportion of non-retail business acres per town
/// - CHAS Charles River dummy variable (= 1 if tract bounds river; 0 otherwise)
/// - NOX  nitric oxides concentration (parts per 10 million)
/// - RM   average number of rooms per dwelling
/// - AGE  proportion of owner-occupied units built prior to 1940
/// - DIS  weighted distances to five Boston employment centres
/// - RAD  index of accessibility to radial highways
/// - TAX  full-value property-tax rate per $10,000
/// - PTRATIO  pupil-teacher ratio by town
/// - B1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town
/// - LSTAT% lower status of the population
/// - MEDV Median value of owner-occupied homes in $1000's
///
/// Missing Attribute Values: None
///
/// Creator: Harrison, D. and Rubinfeld, D.L.
/// ```
///
/// This is a copy of UCI ML housing dataset.
/// http://archive.ics.uci.edu/ml/datasets/Housing
///
///
/// This dataset was taken from the StatLib library which is maintained at Carnegie Mellon University.
///
/// The Boston house-price data of Harrison, D. and Rubinfeld, D.L. 'Hedonic
/// prices and the demand for clean air', J. Environ. Economics & Management,
/// vol.5, 81-102, 1978.   Used in Belsley, Kuh & Welsch, 'Regression diagnostics
/// ...', Wiley, 1980.   N.B. Various transformations are used in the table on
/// pages 244-261 of the latter.
///
/// The Boston house-price data has been used in many machine learning papers that address regression
/// problems.
///
/// **References**
///
///    - Belsley, Kuh & Welsch, 'Regression diagnostics: Identifying Influential Data and
///      Sources of Collinearity', Wiley, 1980. 244-261.
///    - Quinlan,R. (1993). Combining Instance-Based and Model-Based Learning.
///      In Proceedings on the Tenth International Conference of Machine Learning,
///      236-243, University of Massachusetts, Amherst. Morgan Kaufmann.
///    - many more! (see http://archive.ics.uci.edu/ml/datasets/Housing)
pub fn load_data() -> (Array, Array) {

    let target =
        Array::from(vec![24.0, 21.6, 34.7, 33.4, 36.2, 28.7, 22.9, 27.1, 16.5, 18.9, 15.0, 18.9,
                         21.7, 20.4, 18.2, 19.9, 23.1, 17.5, 20.2, 18.2, 13.6, 19.6, 15.2, 14.5,
                         15.6, 13.9, 16.6, 14.8, 18.4, 21.0, 12.7, 14.5, 13.2, 13.1, 13.5, 18.9,
                         20.0, 21.0, 24.7, 30.8, 34.9, 26.6, 25.3, 24.7, 21.2, 19.3, 20.0, 16.6,
                         14.4, 19.4, 19.7, 20.5, 25.0, 23.4, 18.9, 35.4, 24.7, 31.6, 23.3, 19.6,
                         18.7, 16.0, 22.2, 25.0, 33.0, 23.5, 19.4, 22.0, 17.4, 20.9, 24.2, 21.7,
                         22.8, 23.4, 24.1, 21.4, 20.0, 20.8, 21.2, 20.3, 28.0, 23.9, 24.8, 22.9,
                         23.9, 26.6, 22.5, 22.2, 23.6, 28.7, 22.6, 22.0, 22.9, 25.0, 20.6, 28.4,
                         21.4, 38.7, 43.8, 33.2, 27.5, 26.5, 18.6, 19.3, 20.1, 19.5, 19.5, 20.4,
                         19.8, 19.4, 21.7, 22.8, 18.8, 18.7, 18.5, 18.3, 21.2, 19.2, 20.4, 19.3,
                         22.0, 20.3, 20.5, 17.3, 18.8, 21.4, 15.7, 16.2, 18.0, 14.3, 19.2, 19.6,
                         23.0, 18.4, 15.6, 18.1, 17.4, 17.1, 13.3, 17.8, 14.0, 14.4, 13.4, 15.6,
                         11.8, 13.8, 15.6, 14.6, 17.8, 15.4, 21.5, 19.6, 15.3, 19.4, 17.0, 15.6,
                         13.1, 41.3, 24.3, 23.3, 27.0, 50.0, 50.0, 50.0, 22.7, 25.0, 50.0, 23.8,
                         23.8, 22.3, 17.4, 19.1, 23.1, 23.6, 22.6, 29.4, 23.2, 24.6, 29.9, 37.2,
                         39.8, 36.2, 37.9, 32.5, 26.4, 29.6, 50.0, 32.0, 29.8, 34.9, 37.0, 30.5,
                         36.4, 31.1, 29.1, 50.0, 33.3, 30.3, 34.6, 34.9, 32.9, 24.1, 42.3, 48.5,
                         50.0, 22.6, 24.4, 22.5, 24.4, 20.0, 21.7, 19.3, 22.4, 28.1, 23.7, 25.0,
                         23.3, 28.7, 21.5, 23.0, 26.7, 21.7, 27.5, 30.1, 44.8, 50.0, 37.6, 31.6,
                         46.7, 31.5, 24.3, 31.7, 41.7, 48.3, 29.0, 24.0, 25.1, 31.5, 23.7, 23.3,
                         22.0, 20.1, 22.2, 23.7, 17.6, 18.5, 24.3, 20.5, 24.5, 26.2, 24.4, 24.8,
                         29.6, 42.8, 21.9, 20.9, 44.0, 50.0, 36.0, 30.1, 33.8, 43.1, 48.8, 31.0,
                         36.5, 22.8, 30.7, 50.0, 43.5, 20.7, 21.1, 25.2, 24.4, 35.2, 32.4, 32.0,
                         33.2, 33.1, 29.1, 35.1, 45.4, 35.4, 46.0, 50.0, 32.2, 22.0, 20.1, 23.2,
                         22.3, 24.8, 28.5, 37.3, 27.9, 23.9, 21.7, 28.6, 27.1, 20.3, 22.5, 29.0,
                         24.8, 22.0, 26.4, 33.1, 36.1, 28.4, 33.4, 28.2, 22.8, 20.3, 16.1, 22.1,
                         19.4, 21.6, 23.8, 16.2, 17.8, 19.8, 23.1, 21.0, 23.8, 23.1, 20.4, 18.5,
                         25.0, 24.6, 23.0, 22.2, 19.3, 22.6, 19.8, 17.1, 19.4, 22.2, 20.7, 21.1,
                         19.5, 18.5, 20.6, 19.0, 18.7, 32.7, 16.5, 23.9, 31.2, 17.5, 17.2, 23.1,
                         24.5, 26.6, 22.9, 24.1, 18.6, 30.1, 18.2, 20.6, 17.8, 21.7, 22.7, 22.6,
                         25.0, 19.9, 20.8, 16.8, 21.9, 27.5, 21.9, 23.1, 50.0, 50.0, 50.0, 50.0,
                         50.0, 13.8, 13.8, 15.0, 13.9, 13.3, 13.1, 10.2, 10.4, 10.9, 11.3, 12.3,
                         8.8, 7.2, 10.5, 7.4, 10.2, 11.5, 15.1, 23.2, 9.7, 13.8, 12.7, 13.1,
                         12.5, 8.5, 5.0, 6.3, 5.6, 7.2, 12.1, 8.3, 8.5, 5.0, 11.9, 27.9, 17.2,
                         27.5, 15.0, 17.2, 17.9, 16.3, 7.0, 7.2, 7.5, 10.4, 8.8, 8.4, 16.7, 14.2,
                         20.8, 13.4, 11.7, 8.3, 10.2, 10.9, 11.0, 9.5, 14.5, 14.1, 16.1, 14.3,
                         11.7, 13.4, 9.6, 8.7, 8.4, 12.8, 10.5, 17.1, 18.4, 15.4, 10.8, 11.8,
                         14.9, 12.6, 14.1, 13.0, 13.4, 15.2, 16.1, 17.8, 14.9, 14.1, 12.7, 13.5,
                         14.9, 20.0, 16.4, 17.7, 19.5, 20.2, 21.4, 19.9, 19.0, 19.1, 19.1, 20.1,
                         19.9, 19.6, 23.2, 29.8, 13.8, 13.3, 16.7, 12.0, 14.6, 21.4, 23.0, 23.7,
                         25.0, 21.8, 20.6, 21.2, 19.1, 20.6, 15.2, 7.0, 8.1, 13.6, 20.1, 21.8,
                         24.5, 23.1, 19.7, 18.3, 21.2, 17.5, 16.8, 22.4, 20.6, 23.9, 22.0, 11.9]);

    let mut data =
        Array::from(vec![0.0, 18.0, 2.3, 0.0, 0.5, 6.6, 65.2, 4.1, 1.0, 296.0, 15.3, 396.9, 5.0,
                         0.0, 0.0, 7.1, 0.0, 0.5, 6.4, 78.9, 5.0, 2.0, 242.0, 17.8, 396.9, 9.1,
                         0.0, 0.0, 7.1, 0.0, 0.5, 7.2, 61.1, 5.0, 2.0, 242.0, 17.8, 392.8, 4.0,
                         0.0, 0.0, 2.2, 0.0, 0.5, 7.0, 45.8, 6.1, 3.0, 222.0, 18.7, 394.6, 2.9,
                         0.1, 0.0, 2.2, 0.0, 0.5, 7.1, 54.2, 6.1, 3.0, 222.0, 18.7, 396.9, 5.3,
                         0.0, 0.0, 2.2, 0.0, 0.5, 6.4, 58.7, 6.1, 3.0, 222.0, 18.7, 394.1, 5.2,
                         0.1, 12.5, 7.9, 0.0, 0.5, 6.0, 66.6, 5.6, 5.0, 311.0, 15.2, 395.6, 12.4,
                         0.1, 12.5, 7.9, 0.0, 0.5, 6.2, 96.1, 6.0, 5.0, 311.0, 15.2, 396.9, 19.1,
                         0.2, 12.5, 7.9, 0.0, 0.5, 5.6, 100.0, 6.1, 5.0, 311.0, 15.2, 386.6, 29.9,
                         0.2, 12.5, 7.9, 0.0, 0.5, 6.0, 85.9, 6.6, 5.0, 311.0, 15.2, 386.7, 17.1,
                         0.2, 12.5, 7.9, 0.0, 0.5, 6.4, 94.3, 6.3, 5.0, 311.0, 15.2, 392.5, 20.4,
                         0.1, 12.5, 7.9, 0.0, 0.5, 6.0, 82.9, 6.2, 5.0, 311.0, 15.2, 396.9, 13.3,
                         0.1, 12.5, 7.9, 0.0, 0.5, 5.9, 39.0, 5.5, 5.0, 311.0, 15.2, 390.5, 15.7,
                         0.6, 0.0, 8.1, 0.0, 0.5, 5.9, 61.8, 4.7, 4.0, 307.0, 21.0, 396.9, 8.3,
                         0.6, 0.0, 8.1, 0.0, 0.5, 6.1, 84.5, 4.5, 4.0, 307.0, 21.0, 380.0, 10.3,
                         0.6, 0.0, 8.1, 0.0, 0.5, 5.8, 56.5, 4.5, 4.0, 307.0, 21.0, 395.6, 8.5,
                         1.1, 0.0, 8.1, 0.0, 0.5, 5.9, 29.3, 4.5, 4.0, 307.0, 21.0, 386.9, 6.6,
                         0.8, 0.0, 8.1, 0.0, 0.5, 6.0, 81.7, 4.3, 4.0, 307.0, 21.0, 386.8, 14.7,
                         0.8, 0.0, 8.1, 0.0, 0.5, 5.5, 36.6, 3.8, 4.0, 307.0, 21.0, 289.0, 11.7,
                         0.7, 0.0, 8.1, 0.0, 0.5, 5.7, 69.5, 3.8, 4.0, 307.0, 21.0, 390.9, 11.3,
                         1.3, 0.0, 8.1, 0.0, 0.5, 5.6, 98.1, 3.8, 4.0, 307.0, 21.0, 376.6, 21.0,
                         0.9, 0.0, 8.1, 0.0, 0.5, 6.0, 89.2, 4.0, 4.0, 307.0, 21.0, 392.5, 13.8,
                         1.2, 0.0, 8.1, 0.0, 0.5, 6.1, 91.7, 4.0, 4.0, 307.0, 21.0, 396.9, 18.7,
                         1.0, 0.0, 8.1, 0.0, 0.5, 5.8, 100.0, 4.1, 4.0, 307.0, 21.0, 394.5, 19.9,
                         0.8, 0.0, 8.1, 0.0, 0.5, 5.9, 94.1, 4.4, 4.0, 307.0, 21.0, 394.3, 16.3,
                         0.8, 0.0, 8.1, 0.0, 0.5, 5.6, 85.7, 4.5, 4.0, 307.0, 21.0, 303.4, 16.5,
                         0.7, 0.0, 8.1, 0.0, 0.5, 5.8, 90.3, 4.7, 4.0, 307.0, 21.0, 376.9, 14.8,
                         1.0, 0.0, 8.1, 0.0, 0.5, 6.0, 88.8, 4.5, 4.0, 307.0, 21.0, 306.4, 17.3,
                         0.8, 0.0, 8.1, 0.0, 0.5, 6.5, 94.4, 4.5, 4.0, 307.0, 21.0, 387.9, 12.8,
                         1.0, 0.0, 8.1, 0.0, 0.5, 6.7, 87.3, 4.2, 4.0, 307.0, 21.0, 380.2, 12.0,
                         1.1, 0.0, 8.1, 0.0, 0.5, 5.7, 94.1, 4.2, 4.0, 307.0, 21.0, 360.2, 22.6,
                         1.4, 0.0, 8.1, 0.0, 0.5, 6.1, 100.0, 4.2, 4.0, 307.0, 21.0, 376.7, 13.0,
                         1.4, 0.0, 8.1, 0.0, 0.5, 6.0, 82.0, 4.0, 4.0, 307.0, 21.0, 232.6, 27.7,
                         1.2, 0.0, 8.1, 0.0, 0.5, 5.7, 95.0, 3.8, 4.0, 307.0, 21.0, 358.8, 18.4,
                         1.6, 0.0, 8.1, 0.0, 0.5, 6.1, 96.9, 3.8, 4.0, 307.0, 21.0, 248.3, 20.3,
                         0.1, 0.0, 6.0, 0.0, 0.5, 5.9, 68.2, 3.4, 5.0, 279.0, 19.2, 396.9, 9.7,
                         0.1, 0.0, 6.0, 0.0, 0.5, 5.8, 61.4, 3.4, 5.0, 279.0, 19.2, 377.6, 11.4,
                         0.1, 0.0, 6.0, 0.0, 0.5, 5.8, 41.5, 3.9, 5.0, 279.0, 19.2, 396.9, 8.8,
                         0.2, 0.0, 6.0, 0.0, 0.5, 6.0, 30.2, 3.8, 5.0, 279.0, 19.2, 393.4, 10.1,
                         0.0, 75.0, 3.0, 0.0, 0.4, 6.6, 21.8, 5.4, 3.0, 252.0, 18.3, 395.6, 4.3,
                         0.0, 75.0, 3.0, 0.0, 0.4, 7.0, 15.8, 5.4, 3.0, 252.0, 18.3, 395.6, 2.0,
                         0.1, 0.0, 6.9, 0.0, 0.4, 6.8, 2.9, 5.7, 3.0, 233.0, 17.9, 385.4, 4.8,
                         0.1, 0.0, 6.9, 0.0, 0.4, 6.2, 6.6, 5.7, 3.0, 233.0, 17.9, 383.4, 5.8,
                         0.2, 0.0, 6.9, 0.0, 0.4, 6.2, 6.5, 5.7, 3.0, 233.0, 17.9, 394.5, 7.4,
                         0.1, 0.0, 6.9, 0.0, 0.4, 6.1, 40.0, 5.7, 3.0, 233.0, 17.9, 389.4, 9.6,
                         0.2, 0.0, 6.9, 0.0, 0.4, 5.7, 33.8, 5.1, 3.0, 233.0, 17.9, 396.9, 10.2,
                         0.2, 0.0, 6.9, 0.0, 0.4, 5.8, 33.3, 5.1, 3.0, 233.0, 17.9, 396.9, 14.2,
                         0.2, 0.0, 6.9, 0.0, 0.4, 6.0, 85.5, 5.7, 3.0, 233.0, 17.9, 392.7, 18.8,
                         0.3, 0.0, 6.9, 0.0, 0.4, 5.4, 95.3, 5.9, 3.0, 233.0, 17.9, 396.9, 30.8,
                         0.2, 0.0, 6.9, 0.0, 0.4, 5.6, 62.0, 6.1, 3.0, 233.0, 17.9, 396.9, 16.2,
                         0.1, 21.0, 5.6, 0.0, 0.4, 6.0, 45.7, 6.8, 4.0, 243.0, 16.8, 395.6, 13.4,
                         0.0, 21.0, 5.6, 0.0, 0.4, 6.1, 63.0, 6.8, 4.0, 243.0, 16.8, 394.0, 9.4,
                         0.1, 21.0, 5.6, 0.0, 0.4, 6.5, 21.1, 6.8, 4.0, 243.0, 16.8, 396.9, 5.3,
                         0.0, 21.0, 5.6, 0.0, 0.4, 6.0, 21.4, 6.8, 4.0, 243.0, 16.8, 396.9, 8.4,
                         0.0, 75.0, 4.0, 0.0, 0.4, 5.9, 47.6, 7.3, 3.0, 469.0, 21.1, 396.9, 14.8,
                         0.0, 90.0, 1.2, 0.0, 0.4, 7.2, 21.9, 8.7, 5.0, 226.0, 17.9, 395.9, 4.8,
                         0.0, 85.0, 0.7, 0.0, 0.4, 6.4, 35.7, 9.2, 2.0, 313.0, 17.3, 396.9, 5.8,
                         0.0, 100.0, 1.3, 0.0, 0.4, 6.8, 40.5, 8.3, 5.0, 256.0, 15.1, 392.9, 4.0,
                         0.2, 25.0, 5.1, 0.0, 0.5, 6.1, 29.2, 7.8, 8.0, 284.0, 19.7, 390.7, 6.9,
                         0.1, 25.0, 5.1, 0.0, 0.5, 5.9, 47.2, 6.9, 8.0, 284.0, 19.7, 396.9, 9.2,
                         0.1, 25.0, 5.1, 0.0, 0.5, 5.7, 66.2, 7.2, 8.0, 284.0, 19.7, 395.1, 13.2,
                         0.2, 25.0, 5.1, 0.0, 0.5, 6.0, 93.4, 6.8, 8.0, 284.0, 19.7, 378.1, 14.4,
                         0.1, 25.0, 5.1, 0.0, 0.5, 6.5, 67.8, 7.2, 8.0, 284.0, 19.7, 396.9, 6.7,
                         0.1, 25.0, 5.1, 0.0, 0.5, 6.8, 43.4, 8.0, 8.0, 284.0, 19.7, 395.6, 9.5,
                         0.0, 17.5, 1.4, 0.0, 0.4, 7.1, 59.5, 9.2, 3.0, 216.0, 18.6, 393.2, 8.1,
                         0.0, 80.0, 3.4, 0.0, 0.4, 6.3, 17.8, 6.6, 4.0, 337.0, 16.1, 396.9, 4.7,
                         0.0, 80.0, 3.4, 0.0, 0.4, 5.8, 31.1, 6.6, 4.0, 337.0, 16.1, 396.9, 10.2,
                         0.1, 12.5, 6.1, 0.0, 0.4, 5.9, 21.4, 6.5, 4.0, 345.0, 18.9, 396.2, 8.1,
                         0.1, 12.5, 6.1, 0.0, 0.4, 5.6, 36.8, 6.5, 4.0, 345.0, 18.9, 396.9, 13.1,
                         0.1, 12.5, 6.1, 0.0, 0.4, 5.9, 33.0, 6.5, 4.0, 345.0, 18.9, 396.9, 8.8,
                         0.1, 0.0, 10.8, 0.0, 0.4, 6.4, 6.6, 5.3, 4.0, 305.0, 19.2, 383.7, 6.7,
                         0.2, 0.0, 10.8, 0.0, 0.4, 6.0, 17.5, 5.3, 4.0, 305.0, 19.2, 376.9, 9.9,
                         0.1, 0.0, 10.8, 0.0, 0.4, 6.1, 7.8, 5.3, 4.0, 305.0, 19.2, 390.9, 5.5,
                         0.2, 0.0, 10.8, 0.0, 0.4, 6.2, 6.2, 5.3, 4.0, 305.0, 19.2, 377.2, 7.5,
                         0.1, 0.0, 12.8, 0.0, 0.4, 6.3, 6.0, 4.3, 5.0, 398.0, 18.7, 394.9, 6.8,
                         0.1, 0.0, 12.8, 0.0, 0.4, 6.3, 45.0, 4.5, 5.0, 398.0, 18.7, 383.2, 8.9,
                         0.1, 0.0, 12.8, 0.0, 0.4, 6.3, 74.5, 4.1, 5.0, 398.0, 18.7, 373.7, 12.0,
                         0.1, 0.0, 12.8, 0.0, 0.4, 6.1, 45.8, 4.1, 5.0, 398.0, 18.7, 387.0, 10.3,
                         0.1, 0.0, 12.8, 0.0, 0.4, 6.2, 53.7, 5.0, 5.0, 398.0, 18.7, 386.4, 12.3,
                         0.1, 0.0, 12.8, 0.0, 0.4, 5.9, 36.6, 4.5, 5.0, 398.0, 18.7, 396.1, 9.1,
                         0.0, 25.0, 4.9, 0.0, 0.4, 6.7, 33.5, 5.4, 4.0, 281.0, 19.0, 396.9, 5.3,
                         0.0, 25.0, 4.9, 0.0, 0.4, 6.6, 70.4, 5.4, 4.0, 281.0, 19.0, 395.6, 7.2,
                         0.0, 25.0, 4.9, 0.0, 0.4, 6.3, 32.2, 5.4, 4.0, 281.0, 19.0, 396.9, 6.7,
                         0.0, 25.0, 4.9, 0.0, 0.4, 6.2, 46.7, 5.4, 4.0, 281.0, 19.0, 390.6, 7.5,
                         0.1, 0.0, 4.5, 0.0, 0.4, 6.4, 48.0, 4.8, 3.0, 247.0, 18.5, 396.9, 9.6,
                         0.1, 0.0, 4.5, 0.0, 0.4, 6.6, 56.1, 4.4, 3.0, 247.0, 18.5, 392.3, 6.5,
                         0.1, 0.0, 4.5, 0.0, 0.4, 6.0, 45.1, 4.4, 3.0, 247.0, 18.5, 396.0, 12.9,
                         0.1, 0.0, 4.5, 0.0, 0.4, 6.1, 56.8, 3.7, 3.0, 247.0, 18.5, 395.1, 8.4,
                         0.1, 0.0, 3.4, 0.0, 0.5, 7.0, 86.3, 3.4, 2.0, 270.0, 17.8, 396.9, 5.5,
                         0.1, 0.0, 3.4, 0.0, 0.5, 7.1, 63.1, 3.4, 2.0, 270.0, 17.8, 396.1, 5.7,
                         0.0, 0.0, 3.4, 0.0, 0.5, 6.4, 66.1, 3.1, 2.0, 270.0, 17.8, 392.2, 8.8,
                         0.0, 0.0, 3.4, 0.0, 0.5, 6.4, 73.9, 3.1, 2.0, 270.0, 17.8, 393.6, 8.2,
                         0.0, 28.0, 15.0, 0.0, 0.5, 6.4, 53.6, 3.7, 4.0, 270.0, 18.2, 395.0, 8.2,
                         0.0, 28.0, 15.0, 0.0, 0.5, 6.2, 28.9, 3.7, 4.0, 270.0, 18.2, 396.3, 6.2,
                         0.0, 28.0, 15.0, 0.0, 0.5, 6.2, 77.3, 3.6, 4.0, 270.0, 18.2, 396.9, 10.6,
                         0.1, 0.0, 2.9, 0.0, 0.4, 6.6, 57.8, 3.5, 2.0, 276.0, 18.0, 358.0, 6.7,
                         0.1, 0.0, 2.9, 0.0, 0.4, 6.2, 69.6, 3.5, 2.0, 276.0, 18.0, 391.8, 11.3,
                         0.1, 0.0, 2.9, 0.0, 0.4, 8.1, 76.0, 3.5, 2.0, 276.0, 18.0, 396.9, 4.2,
                         0.1, 0.0, 2.9, 0.0, 0.4, 7.8, 36.9, 3.5, 2.0, 276.0, 18.0, 393.5, 3.6,
                         0.1, 0.0, 2.9, 0.0, 0.4, 7.4, 62.5, 3.5, 2.0, 276.0, 18.0, 396.9, 6.2,
                         0.1, 0.0, 8.6, 0.0, 0.5, 6.7, 79.9, 2.8, 5.0, 384.0, 20.9, 394.8, 9.4,
                         0.1, 0.0, 8.6, 0.0, 0.5, 6.8, 71.3, 2.9, 5.0, 384.0, 20.9, 395.6, 7.7,
                         0.2, 0.0, 8.6, 0.0, 0.5, 6.4, 85.4, 2.7, 5.0, 384.0, 20.9, 70.8, 10.6,
                         0.2, 0.0, 8.6, 0.0, 0.5, 6.1, 87.4, 2.7, 5.0, 384.0, 20.9, 394.5, 13.4,
                         0.1, 0.0, 8.6, 0.0, 0.5, 6.2, 90.0, 2.4, 5.0, 384.0, 20.9, 392.7, 12.3,
                         0.1, 0.0, 8.6, 0.0, 0.5, 5.9, 96.7, 2.1, 5.0, 384.0, 20.9, 394.1, 16.5,
                         0.2, 0.0, 8.6, 0.0, 0.5, 5.8, 91.9, 2.2, 5.0, 384.0, 20.9, 395.7, 18.7,
                         0.1, 0.0, 8.6, 0.0, 0.5, 6.1, 85.2, 2.1, 5.0, 384.0, 20.9, 387.7, 14.1,
                         0.1, 0.0, 8.6, 0.0, 0.5, 6.5, 97.1, 2.4, 5.0, 384.0, 20.9, 395.2, 12.3,
                         0.3, 0.0, 8.6, 0.0, 0.5, 6.2, 91.2, 2.5, 5.0, 384.0, 20.9, 391.2, 15.6,
                         0.1, 0.0, 8.6, 0.0, 0.5, 6.2, 54.4, 2.8, 5.0, 384.0, 20.9, 393.5, 13.0,
                         0.1, 0.0, 10.0, 0.0, 0.5, 6.7, 81.6, 2.7, 6.0, 432.0, 17.8, 395.6, 10.2,
                         0.1, 0.0, 10.0, 0.0, 0.5, 5.9, 92.9, 2.4, 6.0, 432.0, 17.8, 394.9, 16.2,
                         0.2, 0.0, 10.0, 0.0, 0.5, 6.1, 95.4, 2.5, 6.0, 432.0, 17.8, 396.9, 17.1,
                         0.1, 0.0, 10.0, 0.0, 0.5, 6.3, 84.2, 2.3, 6.0, 432.0, 17.8, 388.7, 10.4,
                         0.2, 0.0, 10.0, 0.0, 0.5, 5.9, 88.2, 2.5, 6.0, 432.0, 17.8, 344.9, 15.8,
                         0.1, 0.0, 10.0, 0.0, 0.5, 6.2, 72.5, 2.7, 6.0, 432.0, 17.8, 393.3, 12.0,
                         0.2, 0.0, 10.0, 0.0, 0.5, 6.0, 82.6, 2.7, 6.0, 432.0, 17.8, 394.5, 10.3,
                         0.1, 0.0, 10.0, 0.0, 0.5, 5.9, 73.1, 2.5, 6.0, 432.0, 17.8, 338.6, 15.4,
                         0.1, 0.0, 10.0, 0.0, 0.5, 5.7, 65.2, 2.8, 6.0, 432.0, 17.8, 391.5, 13.6,
                         0.1, 0.0, 25.6, 0.0, 0.6, 5.9, 69.7, 2.3, 2.0, 188.0, 19.1, 389.1, 14.4,
                         0.1, 0.0, 25.6, 0.0, 0.6, 6.0, 84.1, 2.2, 2.0, 188.0, 19.1, 377.7, 14.3,
                         0.1, 0.0, 25.6, 0.0, 0.6, 6.0, 92.9, 2.1, 2.0, 188.0, 19.1, 378.1, 17.9,
                         0.2, 0.0, 25.6, 0.0, 0.6, 5.9, 97.0, 1.9, 2.0, 188.0, 19.1, 370.3, 25.4,
                         0.1, 0.0, 25.6, 0.0, 0.6, 5.9, 95.8, 2.0, 2.0, 188.0, 19.1, 379.4, 17.6,
                         0.2, 0.0, 25.6, 0.0, 0.6, 6.0, 88.4, 2.0, 2.0, 188.0, 19.1, 385.0, 14.8,
                         0.4, 0.0, 25.6, 0.0, 0.6, 5.6, 95.6, 1.8, 2.0, 188.0, 19.1, 359.3, 27.3,
                         0.3, 0.0, 21.9, 0.0, 0.6, 5.7, 96.0, 1.8, 4.0, 437.0, 21.2, 392.1, 17.2,
                         0.3, 0.0, 21.9, 0.0, 0.6, 6.4, 98.8, 1.8, 4.0, 437.0, 21.2, 396.9, 15.4,
                         0.9, 0.0, 21.9, 0.0, 0.6, 5.6, 94.7, 2.0, 4.0, 437.0, 21.2, 396.9, 18.3,
                         0.3, 0.0, 21.9, 0.0, 0.6, 6.5, 98.9, 2.1, 4.0, 437.0, 21.2, 395.0, 12.6,
                         1.2, 0.0, 21.9, 0.0, 0.6, 6.3, 97.7, 2.3, 4.0, 437.0, 21.2, 396.9, 12.3,
                         0.6, 0.0, 21.9, 0.0, 0.6, 6.4, 97.9, 2.3, 4.0, 437.0, 21.2, 385.8, 11.1,
                         0.3, 0.0, 21.9, 0.0, 0.6, 5.8, 95.4, 2.5, 4.0, 437.0, 21.2, 388.7, 15.0,
                         1.0, 0.0, 21.9, 0.0, 0.6, 5.8, 98.4, 2.3, 4.0, 437.0, 21.2, 262.8, 17.3,
                         0.6, 0.0, 21.9, 0.0, 0.6, 6.3, 98.2, 2.1, 4.0, 437.0, 21.2, 394.7, 17.0,
                         0.3, 0.0, 21.9, 0.0, 0.6, 5.9, 93.5, 2.0, 4.0, 437.0, 21.2, 378.2, 16.9,
                         0.4, 0.0, 21.9, 0.0, 0.6, 6.5, 98.4, 1.8, 4.0, 437.0, 21.2, 394.1, 14.6,
                         0.2, 0.0, 21.9, 0.0, 0.6, 5.9, 98.2, 1.7, 4.0, 437.0, 21.2, 392.0, 21.3,
                         0.5, 0.0, 21.9, 0.0, 0.6, 6.2, 97.9, 1.7, 4.0, 437.0, 21.2, 396.9, 18.5,
                         0.3, 0.0, 21.9, 0.0, 0.6, 6.2, 93.6, 1.6, 4.0, 437.0, 21.2, 388.1, 24.2,
                         1.6, 0.0, 21.9, 0.0, 0.6, 5.0, 100.0, 1.4, 4.0, 437.0, 21.2, 396.9, 34.4,
                         3.3, 0.0, 19.6, 1.0, 0.9, 5.4, 100.0, 1.3, 5.0, 403.0, 14.7, 396.9, 26.8,
                         4.1, 0.0, 19.6, 0.0, 0.9, 5.5, 100.0, 1.4, 5.0, 403.0, 14.7, 396.9, 26.4,
                         2.8, 0.0, 19.6, 0.0, 0.9, 4.9, 97.8, 1.3, 5.0, 403.0, 14.7, 396.9, 29.3,
                         2.4, 0.0, 19.6, 0.0, 0.9, 6.1, 100.0, 1.4, 5.0, 403.0, 14.7, 172.9, 27.8,
                         2.2, 0.0, 19.6, 0.0, 0.9, 5.6, 100.0, 1.5, 5.0, 403.0, 14.7, 169.3, 16.6,
                         2.4, 0.0, 19.6, 0.0, 0.9, 4.9, 95.7, 1.5, 5.0, 403.0, 14.7, 391.7, 29.5,
                         2.3, 0.0, 19.6, 0.0, 0.9, 5.2, 93.8, 1.5, 5.0, 403.0, 14.7, 357.0, 28.3,
                         2.7, 0.0, 19.6, 0.0, 0.9, 5.6, 94.9, 1.5, 5.0, 403.0, 14.7, 351.9, 21.4,
                         1.7, 0.0, 19.6, 0.0, 0.9, 6.1, 97.3, 1.6, 5.0, 403.0, 14.7, 372.8, 14.1,
                         1.5, 0.0, 19.6, 0.0, 0.9, 5.4, 100.0, 1.6, 5.0, 403.0, 14.7, 341.6, 13.3,
                         1.1, 0.0, 19.6, 1.0, 0.9, 5.0, 88.0, 1.6, 5.0, 403.0, 14.7, 343.3, 12.1,
                         2.1, 0.0, 19.6, 0.0, 0.9, 5.7, 98.5, 1.6, 5.0, 403.0, 14.7, 261.9, 15.8,
                         1.4, 0.0, 19.6, 1.0, 0.9, 6.1, 96.0, 1.7, 5.0, 403.0, 14.7, 321.0, 15.1,
                         3.5, 0.0, 19.6, 1.0, 0.9, 6.2, 82.6, 1.7, 5.0, 403.0, 14.7, 88.0, 15.0,
                         2.4, 0.0, 19.6, 0.0, 0.9, 5.3, 94.0, 1.7, 5.0, 403.0, 14.7, 88.6, 16.1,
                         1.2, 0.0, 19.6, 0.0, 0.6, 6.9, 97.4, 1.9, 5.0, 403.0, 14.7, 363.4, 4.6,
                         1.3, 0.0, 19.6, 0.0, 0.6, 6.1, 100.0, 1.8, 5.0, 403.0, 14.7, 353.9, 6.4,
                         1.4, 0.0, 19.6, 0.0, 0.9, 6.5, 100.0, 1.8, 5.0, 403.0, 14.7, 364.3, 7.4,
                         1.3, 0.0, 19.6, 1.0, 0.6, 6.2, 92.6, 1.8, 5.0, 403.0, 14.7, 338.9, 5.5,
                         1.5, 0.0, 19.6, 0.0, 0.6, 7.5, 90.8, 2.0, 5.0, 403.0, 14.7, 374.4, 1.7,
                         1.8, 0.0, 19.6, 1.0, 0.6, 7.8, 98.2, 2.0, 5.0, 403.0, 14.7, 389.6, 1.9,
                         1.5, 0.0, 19.6, 1.0, 0.6, 8.4, 93.9, 2.2, 5.0, 403.0, 14.7, 388.4, 3.3,
                         2.2, 0.0, 19.6, 0.0, 0.6, 5.9, 91.8, 2.4, 5.0, 403.0, 14.7, 395.1, 11.6,
                         2.9, 0.0, 19.6, 0.0, 0.6, 6.1, 93.0, 2.3, 5.0, 403.0, 14.7, 240.2, 9.8,
                         2.0, 0.0, 19.6, 0.0, 0.6, 7.9, 96.2, 2.0, 5.0, 403.0, 14.7, 369.3, 3.7,
                         1.8, 0.0, 19.6, 0.0, 0.6, 5.9, 79.2, 2.4, 5.0, 403.0, 14.7, 227.6, 12.1,
                         2.3, 0.0, 19.6, 0.0, 0.6, 6.3, 96.1, 2.1, 5.0, 403.0, 14.7, 297.1, 11.1,
                         2.4, 0.0, 19.6, 0.0, 0.6, 6.4, 95.2, 2.3, 5.0, 403.0, 14.7, 330.0, 11.3,
                         1.2, 0.0, 19.6, 0.0, 0.6, 5.9, 94.6, 2.4, 5.0, 403.0, 14.7, 292.3, 14.4,
                         2.3, 0.0, 19.6, 0.0, 0.6, 5.9, 97.3, 2.4, 5.0, 403.0, 14.7, 348.1, 12.0,
                         0.1, 0.0, 4.0, 0.0, 0.5, 5.6, 88.5, 2.6, 5.0, 296.0, 16.6, 396.9, 14.7,
                         0.1, 0.0, 4.0, 0.0, 0.5, 6.4, 84.1, 2.6, 5.0, 296.0, 16.6, 395.5, 9.0,
                         0.1, 0.0, 4.0, 0.0, 0.5, 5.9, 68.7, 2.7, 5.0, 296.0, 16.6, 393.2, 9.6,
                         0.1, 0.0, 4.0, 0.0, 0.5, 6.5, 33.1, 3.1, 5.0, 296.0, 16.6, 391.0, 5.3,
                         0.1, 0.0, 4.0, 0.0, 0.5, 6.0, 47.2, 3.6, 5.0, 296.0, 16.6, 393.2, 10.1,
                         0.1, 0.0, 4.0, 0.0, 0.5, 6.3, 73.4, 3.3, 5.0, 296.0, 16.6, 395.6, 6.3,
                         0.1, 0.0, 4.0, 0.0, 0.5, 6.9, 74.4, 2.9, 5.0, 296.0, 16.6, 391.3, 6.9,
                         0.1, 0.0, 2.5, 0.0, 0.5, 7.0, 58.4, 2.8, 3.0, 193.0, 17.8, 396.9, 5.0,
                         0.1, 0.0, 2.5, 0.0, 0.5, 7.8, 83.3, 2.7, 3.0, 193.0, 17.8, 395.6, 7.6,
                         0.1, 0.0, 2.5, 0.0, 0.5, 6.1, 62.2, 2.6, 3.0, 193.0, 17.8, 396.9, 9.4,
                         0.1, 0.0, 2.5, 0.0, 0.5, 7.2, 92.2, 2.7, 3.0, 193.0, 17.8, 394.1, 4.8,
                         0.1, 0.0, 2.5, 0.0, 0.5, 6.6, 95.6, 2.8, 3.0, 193.0, 17.8, 396.9, 5.7,
                         0.1, 0.0, 2.5, 0.0, 0.5, 5.6, 89.8, 3.0, 3.0, 193.0, 17.8, 391.0, 14.0,
                         0.1, 0.0, 2.5, 0.0, 0.5, 6.2, 68.8, 3.3, 3.0, 193.0, 17.8, 387.1, 13.2,
                         0.1, 0.0, 2.5, 0.0, 0.5, 7.8, 53.6, 3.2, 3.0, 193.0, 17.8, 392.6, 4.5,
                         0.1, 45.0, 3.4, 0.0, 0.4, 6.8, 41.1, 3.8, 5.0, 398.0, 15.2, 393.9, 6.7,
                         0.1, 45.0, 3.4, 0.0, 0.4, 6.6, 29.1, 4.6, 5.0, 398.0, 15.2, 382.8, 4.6,
                         0.1, 45.0, 3.4, 0.0, 0.4, 7.2, 38.9, 4.6, 5.0, 398.0, 15.2, 396.9, 5.4,
                         0.1, 45.0, 3.4, 0.0, 0.4, 7.0, 21.5, 6.5, 5.0, 398.0, 15.2, 377.7, 5.1,
                         0.1, 45.0, 3.4, 0.0, 0.4, 6.7, 30.8, 6.5, 5.0, 398.0, 15.2, 389.7, 4.7,
                         0.1, 45.0, 3.4, 0.0, 0.4, 7.2, 26.3, 6.5, 5.0, 398.0, 15.2, 390.5, 2.9,
                         0.0, 60.0, 2.9, 0.0, 0.4, 6.8, 9.9, 6.2, 1.0, 265.0, 15.6, 393.4, 5.0,
                         0.0, 60.0, 2.9, 0.0, 0.4, 6.6, 18.8, 6.2, 1.0, 265.0, 15.6, 376.7, 4.4,
                         0.0, 80.0, 0.5, 0.0, 0.4, 7.9, 32.0, 5.6, 4.0, 255.0, 14.4, 394.2, 3.0,
                         0.0, 80.0, 1.5, 0.0, 0.4, 7.3, 34.1, 7.3, 2.0, 329.0, 12.6, 396.9, 4.1,
                         0.0, 80.0, 1.5, 0.0, 0.4, 7.1, 36.6, 7.3, 2.0, 329.0, 12.6, 354.3, 8.6,
                         0.0, 80.0, 1.5, 0.0, 0.4, 7.3, 38.3, 7.3, 2.0, 329.0, 12.6, 392.2, 6.6,
                         0.0, 95.0, 1.5, 0.0, 0.4, 7.0, 15.3, 7.7, 3.0, 402.0, 17.0, 396.9, 4.6,
                         0.0, 95.0, 1.5, 0.0, 0.4, 7.1, 13.9, 7.7, 3.0, 402.0, 17.0, 384.3, 4.5,
                         0.0, 82.5, 2.0, 0.0, 0.4, 6.2, 38.4, 6.3, 2.0, 348.0, 14.7, 393.8, 7.4,
                         0.0, 82.5, 2.0, 0.0, 0.4, 7.6, 15.7, 6.3, 2.0, 348.0, 14.7, 395.4, 3.1,
                         0.0, 95.0, 2.7, 0.0, 0.4, 7.9, 33.2, 5.1, 4.0, 224.0, 14.7, 392.8, 3.8,
                         0.0, 95.0, 2.7, 0.0, 0.4, 8.0, 31.9, 5.1, 4.0, 224.0, 14.7, 390.6, 2.9,
                         0.1, 0.0, 10.6, 0.0, 0.5, 5.9, 22.3, 3.9, 4.0, 277.0, 18.6, 396.9, 10.9,
                         0.2, 0.0, 10.6, 0.0, 0.5, 6.3, 52.5, 4.4, 4.0, 277.0, 18.6, 394.9, 11.0,
                         0.3, 0.0, 10.6, 0.0, 0.5, 5.8, 72.7, 4.4, 4.0, 277.0, 18.6, 389.4, 18.1,
                         0.1, 0.0, 10.6, 1.0, 0.5, 6.1, 59.1, 4.2, 4.0, 277.0, 18.6, 381.3, 14.7,
                         0.4, 0.0, 10.6, 1.0, 0.5, 5.3, 100.0, 3.9, 4.0, 277.0, 18.6, 396.9, 23.1,
                         0.2, 0.0, 10.6, 1.0, 0.5, 6.0, 92.1, 3.9, 4.0, 277.0, 18.6, 393.2, 17.3,
                         0.4, 0.0, 10.6, 1.0, 0.5, 5.4, 88.6, 3.7, 4.0, 277.0, 18.6, 395.2, 24.0,
                         0.2, 0.0, 10.6, 1.0, 0.5, 5.8, 53.8, 3.7, 4.0, 277.0, 18.6, 390.9, 16.0,
                         0.1, 0.0, 10.6, 0.0, 0.5, 6.4, 32.3, 3.9, 4.0, 277.0, 18.6, 385.8, 9.4,
                         0.3, 0.0, 10.6, 0.0, 0.5, 5.4, 9.8, 3.6, 4.0, 277.0, 18.6, 348.9, 29.6,
                         0.2, 0.0, 10.6, 0.0, 0.5, 6.2, 42.4, 3.9, 4.0, 277.0, 18.6, 393.6, 9.5,
                         0.0, 0.0, 13.9, 1.0, 0.6, 5.9, 56.0, 3.1, 5.0, 276.0, 16.4, 392.8, 13.5,
                         0.1, 0.0, 13.9, 0.0, 0.6, 6.6, 85.1, 3.4, 5.0, 276.0, 16.4, 392.8, 9.7,
                         0.1, 0.0, 13.9, 1.0, 0.6, 6.0, 93.8, 2.9, 5.0, 276.0, 16.4, 396.9, 17.9,
                         0.1, 0.0, 13.9, 1.0, 0.6, 6.4, 92.4, 3.4, 5.0, 276.0, 16.4, 393.7, 10.5,
                         0.4, 0.0, 6.2, 1.0, 0.5, 7.0, 88.5, 2.9, 8.0, 307.0, 17.4, 391.7, 9.7,
                         0.4, 0.0, 6.2, 1.0, 0.5, 6.2, 91.3, 3.0, 8.0, 307.0, 17.4, 395.2, 21.5,
                         0.6, 0.0, 6.2, 1.0, 0.5, 6.9, 77.7, 3.3, 8.0, 307.0, 17.4, 390.4, 9.9,
                         0.6, 0.0, 6.2, 0.0, 0.5, 6.6, 80.8, 3.3, 8.0, 307.0, 17.4, 396.9, 7.6,
                         0.3, 0.0, 6.2, 0.0, 0.5, 8.3, 78.3, 2.9, 8.0, 307.0, 17.4, 385.1, 4.1,
                         0.5, 0.0, 6.2, 0.0, 0.5, 8.7, 83.0, 2.9, 8.0, 307.0, 17.4, 382.0, 4.6,
                         0.4, 0.0, 6.2, 0.0, 0.5, 8.0, 86.5, 3.2, 8.0, 307.0, 17.4, 387.4, 3.1,
                         0.4, 0.0, 6.2, 0.0, 0.5, 7.2, 79.9, 3.2, 8.0, 307.0, 17.4, 372.1, 6.4,
                         0.3, 0.0, 6.2, 0.0, 0.5, 7.7, 17.0, 3.4, 8.0, 307.0, 17.4, 377.5, 3.9,
                         0.4, 0.0, 6.2, 0.0, 0.5, 6.6, 21.4, 3.4, 8.0, 307.0, 17.4, 380.3, 3.8,
                         0.5, 0.0, 6.2, 0.0, 0.5, 6.0, 68.1, 3.7, 8.0, 307.0, 17.4, 378.4, 11.7,
                         0.5, 0.0, 6.2, 0.0, 0.5, 7.4, 76.9, 3.7, 8.0, 307.0, 17.4, 376.1, 5.2,
                         0.6, 0.0, 6.2, 0.0, 0.5, 8.3, 73.3, 3.8, 8.0, 307.0, 17.4, 385.9, 2.5,
                         0.3, 0.0, 6.2, 0.0, 0.5, 8.2, 70.4, 3.7, 8.0, 307.0, 17.4, 378.9, 4.0,
                         0.4, 0.0, 6.2, 1.0, 0.5, 6.7, 66.5, 3.7, 8.0, 307.0, 17.4, 360.2, 8.1,
                         0.3, 0.0, 6.2, 0.0, 0.5, 6.1, 61.5, 3.7, 8.0, 307.0, 17.4, 376.8, 10.9,
                         0.5, 0.0, 6.2, 1.0, 0.5, 6.6, 76.5, 4.1, 8.0, 307.0, 17.4, 388.4, 9.5,
                         0.5, 0.0, 6.2, 0.0, 0.5, 7.4, 71.6, 4.1, 8.0, 307.0, 17.4, 390.1, 4.7,
                         0.1, 30.0, 4.9, 0.0, 0.4, 6.5, 18.5, 6.2, 6.0, 300.0, 16.6, 379.4, 6.4,
                         0.1, 30.0, 4.9, 0.0, 0.4, 6.6, 42.2, 6.2, 6.0, 300.0, 16.6, 383.8, 7.4,
                         0.1, 30.0, 4.9, 0.0, 0.4, 6.9, 54.3, 6.3, 6.0, 300.0, 16.6, 391.2, 11.4,
                         0.1, 30.0, 4.9, 0.0, 0.4, 6.1, 65.1, 6.3, 6.0, 300.0, 16.6, 394.6, 12.4,
                         0.1, 30.0, 4.9, 0.0, 0.4, 6.4, 52.9, 7.0, 6.0, 300.0, 16.6, 372.8, 11.2,
                         0.1, 30.0, 4.9, 0.0, 0.4, 6.4, 7.8, 7.0, 6.0, 300.0, 16.6, 374.7, 5.2,
                         0.2, 22.0, 5.9, 0.0, 0.4, 5.6, 76.5, 8.0, 7.0, 330.0, 19.1, 372.5, 12.5,
                         0.2, 22.0, 5.9, 0.0, 0.4, 5.6, 70.2, 8.0, 7.0, 330.0, 19.1, 389.1, 18.5,
                         0.3, 22.0, 5.9, 0.0, 0.4, 6.1, 34.9, 8.1, 7.0, 330.0, 19.1, 390.2, 9.2,
                         0.2, 22.0, 5.9, 0.0, 0.4, 6.2, 79.2, 8.1, 7.0, 330.0, 19.1, 376.1, 10.2,
                         0.2, 22.0, 5.9, 0.0, 0.4, 6.4, 49.1, 7.8, 7.0, 330.0, 19.1, 374.7, 9.5,
                         0.2, 22.0, 5.9, 0.0, 0.4, 6.7, 17.5, 7.8, 7.0, 330.0, 19.1, 393.7, 6.6,
                         0.1, 22.0, 5.9, 0.0, 0.4, 6.5, 13.0, 7.4, 7.0, 330.0, 19.1, 396.3, 5.9,
                         0.2, 22.0, 5.9, 0.0, 0.4, 6.4, 8.9, 7.4, 7.0, 330.0, 19.1, 377.1, 3.6,
                         0.1, 22.0, 5.9, 0.0, 0.4, 7.0, 6.8, 8.9, 7.0, 330.0, 19.1, 386.1, 3.5,
                         0.4, 22.0, 5.9, 0.0, 0.4, 8.3, 8.4, 8.9, 7.0, 330.0, 19.1, 396.9, 3.5,
                         0.0, 80.0, 3.6, 0.0, 0.4, 6.1, 32.0, 9.2, 1.0, 315.0, 16.4, 392.9, 6.6,
                         0.0, 80.0, 3.6, 0.0, 0.4, 5.9, 19.1, 9.2, 1.0, 315.0, 16.4, 395.2, 9.2,
                         0.0, 90.0, 3.8, 0.0, 0.4, 7.5, 34.2, 6.3, 3.0, 244.0, 15.9, 386.3, 3.1,
                         0.6, 20.0, 4.0, 0.0, 0.6, 8.7, 86.9, 1.8, 5.0, 264.0, 13.0, 389.7, 5.1,
                         0.7, 20.0, 4.0, 0.0, 0.6, 7.3, 100.0, 1.9, 5.0, 264.0, 13.0, 383.3, 7.8,
                         0.7, 20.0, 4.0, 0.0, 0.6, 6.8, 100.0, 2.0, 5.0, 264.0, 13.0, 391.9, 6.9,
                         0.5, 20.0, 4.0, 0.0, 0.6, 7.2, 81.8, 2.1, 5.0, 264.0, 13.0, 392.8, 9.6,
                         0.5, 20.0, 4.0, 0.0, 0.6, 7.5, 89.4, 2.1, 5.0, 264.0, 13.0, 388.4, 7.3,
                         0.5, 20.0, 4.0, 0.0, 0.6, 8.4, 91.5, 2.3, 5.0, 264.0, 13.0, 386.9, 5.9,
                         0.8, 20.0, 4.0, 0.0, 0.6, 7.3, 94.5, 2.1, 5.0, 264.0, 13.0, 393.4, 11.2,
                         0.6, 20.0, 4.0, 0.0, 0.6, 7.2, 91.6, 1.9, 5.0, 264.0, 13.0, 387.9, 8.1,
                         0.8, 20.0, 4.0, 0.0, 0.6, 5.6, 62.8, 2.0, 5.0, 264.0, 13.0, 392.4, 10.4,
                         0.8, 20.0, 4.0, 0.0, 0.6, 7.0, 84.6, 2.1, 5.0, 264.0, 13.0, 384.1, 14.8,
                         0.6, 20.0, 4.0, 0.0, 0.6, 8.3, 67.0, 2.4, 5.0, 264.0, 13.0, 384.5, 7.4,
                         0.5, 20.0, 4.0, 0.0, 0.6, 7.5, 52.6, 2.9, 5.0, 264.0, 13.0, 390.3, 3.2,
                         0.1, 20.0, 7.0, 1.0, 0.5, 5.9, 61.5, 3.9, 3.0, 223.0, 18.6, 391.3, 13.7,
                         0.3, 20.0, 7.0, 0.0, 0.5, 5.9, 42.1, 4.4, 3.0, 223.0, 18.6, 388.6, 13.0,
                         0.2, 20.0, 7.0, 0.0, 0.5, 6.2, 16.3, 4.4, 3.0, 223.0, 18.6, 396.9, 6.6,
                         0.1, 20.0, 7.0, 0.0, 0.5, 6.5, 58.7, 3.9, 3.0, 223.0, 18.6, 395.0, 7.7,
                         0.2, 20.0, 7.0, 1.0, 0.5, 7.7, 51.8, 4.4, 3.0, 223.0, 18.6, 390.8, 6.6,
                         0.1, 40.0, 6.4, 1.0, 0.4, 6.8, 32.9, 4.1, 4.0, 254.0, 17.6, 396.9, 3.5,
                         0.1, 40.0, 6.4, 0.0, 0.4, 6.9, 42.8, 4.3, 4.0, 254.0, 17.6, 396.9, 3.0,
                         0.1, 40.0, 6.4, 1.0, 0.4, 7.3, 49.0, 4.8, 4.0, 254.0, 17.6, 389.2, 6.0,
                         0.1, 40.0, 6.4, 1.0, 0.4, 6.8, 27.6, 4.9, 4.0, 254.0, 17.6, 393.4, 4.2,
                         0.1, 40.0, 6.4, 0.0, 0.4, 6.5, 32.1, 4.1, 4.0, 254.0, 17.6, 396.9, 7.2,
                         0.2, 20.0, 3.3, 0.0, 0.4, 6.8, 32.2, 4.1, 5.0, 216.0, 14.9, 396.9, 4.8,
                         0.0, 20.0, 3.3, 0.0, 0.4, 7.8, 64.5, 4.7, 5.0, 216.0, 14.9, 387.3, 3.8,
                         0.0, 20.0, 3.3, 0.0, 0.4, 7.0, 37.2, 5.2, 5.0, 216.0, 14.9, 392.2, 4.6,
                         0.1, 20.0, 3.3, 1.0, 0.4, 7.6, 49.7, 5.2, 5.0, 216.0, 14.9, 377.1, 3.0,
                         0.0, 90.0, 1.2, 1.0, 0.4, 7.9, 24.8, 5.9, 1.0, 198.0, 13.6, 395.5, 3.2,
                         0.0, 90.0, 3.0, 0.0, 0.4, 7.1, 20.8, 7.3, 1.0, 285.0, 15.3, 394.7, 7.8,
                         0.0, 55.0, 2.2, 0.0, 0.4, 6.5, 31.9, 7.3, 1.0, 300.0, 15.3, 394.7, 8.2,
                         0.0, 80.0, 1.8, 0.0, 0.4, 6.2, 31.5, 9.1, 1.0, 241.0, 18.2, 341.6, 12.9,
                         0.0, 52.5, 5.3, 0.0, 0.4, 6.2, 31.3, 7.3, 6.0, 293.0, 16.6, 396.9, 7.1,
                         0.0, 52.5, 5.3, 0.0, 0.4, 6.3, 45.6, 7.3, 6.0, 293.0, 16.6, 396.9, 7.6,
                         0.0, 52.5, 5.3, 0.0, 0.4, 6.6, 22.9, 7.3, 6.0, 293.0, 16.6, 371.7, 9.5,
                         0.0, 80.0, 5.0, 0.0, 0.4, 6.9, 27.9, 5.1, 4.0, 245.0, 19.2, 396.9, 3.3,
                         0.1, 80.0, 5.0, 0.0, 0.4, 7.1, 27.7, 5.1, 4.0, 245.0, 19.2, 396.9, 3.6,
                         0.0, 80.0, 5.0, 0.0, 0.4, 6.6, 23.4, 5.1, 4.0, 245.0, 19.2, 396.9, 4.7,
                         0.1, 0.0, 13.9, 0.0, 0.4, 6.1, 18.4, 5.5, 4.0, 289.0, 16.0, 396.9, 8.6,
                         0.1, 0.0, 13.9, 0.0, 0.4, 6.0, 42.3, 5.5, 4.0, 289.0, 16.0, 396.9, 10.4,
                         0.1, 0.0, 13.9, 0.0, 0.4, 6.7, 31.1, 6.0, 4.0, 289.0, 16.0, 396.9, 6.3,
                         0.1, 0.0, 13.9, 0.0, 0.4, 6.5, 51.0, 6.0, 4.0, 289.0, 16.0, 392.9, 7.4,
                         0.1, 0.0, 13.9, 0.0, 0.4, 5.8, 58.0, 6.3, 4.0, 289.0, 16.0, 396.9, 15.8,
                         0.1, 70.0, 2.2, 0.0, 0.4, 6.3, 20.1, 7.8, 5.0, 358.0, 14.8, 368.2, 5.0,
                         0.1, 70.0, 2.2, 0.0, 0.4, 7.0, 10.0, 7.8, 5.0, 358.0, 14.8, 371.6, 4.7,
                         0.0, 70.0, 2.2, 0.0, 0.4, 6.9, 47.4, 7.8, 5.0, 358.0, 14.8, 390.9, 6.1,
                         0.0, 34.0, 6.1, 0.0, 0.4, 6.6, 40.4, 5.5, 7.0, 329.0, 16.1, 395.8, 9.5,
                         0.1, 34.0, 6.1, 0.0, 0.4, 6.5, 18.4, 5.5, 7.0, 329.0, 16.1, 383.6, 8.7,
                         0.1, 34.0, 6.1, 0.0, 0.4, 7.0, 17.7, 5.5, 7.0, 329.0, 16.1, 390.4, 4.9,
                         0.1, 33.0, 2.2, 0.0, 0.5, 7.2, 41.1, 4.0, 7.0, 222.0, 18.4, 393.7, 6.9,
                         0.1, 33.0, 2.2, 0.0, 0.5, 6.6, 58.1, 3.4, 7.0, 222.0, 18.4, 393.4, 8.9,
                         0.1, 33.0, 2.2, 0.0, 0.5, 7.4, 71.9, 3.1, 7.0, 222.0, 18.4, 396.9, 6.5,
                         0.0, 33.0, 2.2, 0.0, 0.5, 6.8, 70.3, 3.2, 7.0, 222.0, 18.4, 396.9, 7.5,
                         0.5, 0.0, 9.9, 0.0, 0.5, 6.6, 82.5, 3.3, 4.0, 304.0, 18.4, 396.9, 4.5,
                         0.3, 0.0, 9.9, 0.0, 0.5, 6.0, 76.7, 3.1, 4.0, 304.0, 18.4, 396.2, 10.0,
                         2.6, 0.0, 9.9, 0.0, 0.5, 5.0, 37.8, 2.5, 4.0, 304.0, 18.4, 350.4, 12.6,
                         0.8, 0.0, 9.9, 0.0, 0.5, 6.1, 52.8, 2.6, 4.0, 304.0, 18.4, 396.9, 6.0,
                         0.3, 0.0, 9.9, 0.0, 0.5, 6.0, 90.4, 2.8, 4.0, 304.0, 18.4, 396.3, 11.7,
                         0.3, 0.0, 9.9, 0.0, 0.5, 6.3, 82.8, 3.3, 4.0, 304.0, 18.4, 393.4, 7.9,
                         0.4, 0.0, 9.9, 0.0, 0.5, 6.6, 87.3, 3.6, 4.0, 304.0, 18.4, 395.7, 9.3,
                         0.3, 0.0, 9.9, 0.0, 0.5, 5.7, 77.7, 3.9, 4.0, 304.0, 18.4, 396.4, 11.5,
                         0.3, 0.0, 9.9, 0.0, 0.5, 5.9, 83.2, 4.0, 4.0, 304.0, 18.4, 390.7, 18.3,
                         0.2, 0.0, 9.9, 0.0, 0.5, 5.8, 71.7, 4.0, 4.0, 304.0, 18.4, 396.9, 15.9,
                         0.4, 0.0, 9.9, 0.0, 0.5, 6.4, 67.2, 3.5, 4.0, 304.0, 18.4, 395.2, 10.4,
                         0.5, 0.0, 9.9, 0.0, 0.5, 6.1, 58.8, 4.0, 4.0, 304.0, 18.4, 396.2, 12.7,
                         0.2, 0.0, 7.4, 0.0, 0.5, 6.4, 52.3, 4.5, 5.0, 287.0, 19.6, 396.9, 7.2,
                         0.2, 0.0, 7.4, 0.0, 0.5, 6.4, 54.3, 4.5, 5.0, 287.0, 19.6, 396.9, 6.9,
                         0.4, 0.0, 7.4, 0.0, 0.5, 6.0, 49.9, 4.7, 5.0, 287.0, 19.6, 396.9, 7.7,
                         0.3, 0.0, 7.4, 0.0, 0.5, 5.7, 74.3, 4.7, 5.0, 287.0, 19.6, 391.1, 11.7,
                         0.3, 0.0, 7.4, 0.0, 0.5, 6.4, 40.1, 4.7, 5.0, 287.0, 19.6, 396.9, 6.1,
                         0.2, 0.0, 7.4, 0.0, 0.5, 6.4, 14.7, 5.4, 5.0, 287.0, 19.6, 393.7, 5.1,
                         0.3, 0.0, 7.4, 0.0, 0.5, 6.3, 28.9, 5.4, 5.0, 287.0, 19.6, 396.9, 6.2,
                         0.2, 0.0, 7.4, 0.0, 0.5, 6.1, 43.7, 5.4, 5.0, 287.0, 19.6, 396.9, 12.8,
                         0.1, 0.0, 3.2, 0.0, 0.5, 5.9, 25.8, 5.2, 4.0, 430.0, 16.9, 382.4, 10.0,
                         0.1, 0.0, 3.2, 0.0, 0.5, 6.3, 17.2, 5.2, 4.0, 430.0, 16.9, 375.2, 7.3,
                         0.0, 0.0, 3.2, 0.0, 0.5, 6.1, 32.2, 5.9, 4.0, 430.0, 16.9, 368.6, 9.1,
                         0.1, 35.0, 6.1, 0.0, 0.4, 5.7, 28.4, 6.6, 1.0, 304.0, 16.9, 394.0, 12.4,
                         0.0, 35.0, 6.1, 0.0, 0.4, 6.0, 23.3, 6.6, 1.0, 304.0, 16.9, 362.2, 7.8,
                         0.1, 0.0, 5.2, 0.0, 0.5, 6.3, 38.1, 6.5, 5.0, 224.0, 20.2, 389.7, 5.7,
                         0.0, 0.0, 5.2, 0.0, 0.5, 6.3, 38.5, 6.5, 5.0, 224.0, 20.2, 389.4, 6.8,
                         0.0, 0.0, 5.2, 0.0, 0.5, 6.0, 34.5, 6.0, 5.0, 224.0, 20.2, 396.9, 8.0,
                         0.0, 0.0, 5.2, 0.0, 0.5, 5.9, 46.3, 5.2, 5.0, 224.0, 20.2, 396.9, 9.8,
                         0.0, 0.0, 5.2, 0.0, 0.5, 5.9, 59.6, 5.6, 5.0, 224.0, 20.2, 394.8, 10.6,
                         0.0, 0.0, 5.2, 0.0, 0.5, 6.1, 37.3, 4.8, 5.0, 224.0, 20.2, 396.1, 8.5,
                         0.1, 0.0, 5.2, 0.0, 0.5, 6.0, 45.4, 4.8, 5.0, 224.0, 20.2, 396.9, 9.7,
                         0.1, 0.0, 5.2, 0.0, 0.5, 6.0, 58.5, 4.8, 5.0, 224.0, 20.2, 396.9, 9.3,
                         0.0, 35.0, 1.5, 0.0, 0.4, 7.2, 49.3, 7.0, 1.0, 284.0, 15.5, 394.7, 5.5,
                         0.0, 0.0, 1.9, 0.0, 0.5, 6.5, 59.7, 6.3, 1.0, 422.0, 15.9, 390.0, 8.7,
                         0.0, 55.0, 3.8, 0.0, 0.5, 6.7, 56.4, 5.7, 5.0, 370.0, 17.6, 396.9, 7.2,
                         0.0, 55.0, 3.8, 0.0, 0.5, 6.9, 28.1, 6.5, 5.0, 370.0, 17.6, 388.0, 4.6,
                         0.0, 0.0, 4.4, 0.0, 0.4, 6.0, 48.5, 8.0, 3.0, 352.0, 18.8, 385.6, 10.5,
                         0.1, 0.0, 4.4, 0.0, 0.4, 5.9, 52.3, 8.0, 3.0, 352.0, 18.8, 364.6, 12.7,
                         0.0, 85.0, 4.2, 0.0, 0.4, 6.5, 27.7, 8.5, 4.0, 351.0, 17.9, 392.4, 6.4,
                         0.0, 80.0, 2.0, 0.0, 0.4, 6.6, 29.7, 8.3, 4.0, 280.0, 17.0, 390.9, 6.0,
                         0.0, 40.0, 1.2, 0.0, 0.4, 6.9, 34.5, 8.8, 1.0, 335.0, 19.7, 389.9, 5.9,
                         0.1, 40.0, 1.2, 0.0, 0.4, 6.5, 44.4, 8.8, 1.0, 335.0, 19.7, 396.9, 6.0,
                         0.1, 60.0, 1.7, 0.0, 0.4, 6.6, 35.9, 10.7, 4.0, 411.0, 18.3, 370.8, 5.5,
                         0.1, 60.0, 1.7, 0.0, 0.4, 5.9, 18.5, 10.7, 4.0, 411.0, 18.3, 392.3, 7.8,
                         0.0, 90.0, 2.0, 0.0, 0.4, 6.7, 36.1, 12.1, 5.0, 187.0, 17.0, 384.5, 4.5,
                         0.0, 80.0, 1.9, 0.0, 0.4, 5.7, 21.9, 10.6, 4.0, 334.0, 22.0, 382.8, 8.1,
                         0.1, 80.0, 1.9, 0.0, 0.4, 5.9, 19.5, 10.6, 4.0, 334.0, 22.0, 376.0, 5.6,
                         9.0, 0.0, 18.1, 1.0, 0.8, 6.2, 97.4, 2.1, 24.0, 666.0, 20.2, 377.7, 17.6,
                         3.8, 0.0, 18.1, 1.0, 0.8, 6.4, 91.0, 2.5, 24.0, 666.0, 20.2, 391.3, 13.3,
                         5.2, 0.0, 18.1, 1.0, 0.8, 6.1, 83.4, 2.7, 24.0, 666.0, 20.2, 395.4, 11.5,
                         4.3, 0.0, 18.1, 0.0, 0.8, 6.1, 81.3, 2.5, 24.0, 666.0, 20.2, 390.7, 12.7,
                         4.5, 0.0, 18.1, 0.0, 0.8, 6.4, 88.0, 2.5, 24.0, 666.0, 20.2, 374.6, 7.8,
                         3.8, 0.0, 18.1, 0.0, 0.8, 6.3, 91.1, 2.3, 24.0, 666.0, 20.2, 350.6, 14.2,
                         3.7, 0.0, 18.1, 0.0, 0.8, 5.4, 96.2, 2.1, 24.0, 666.0, 20.2, 380.8, 10.2,
                         4.2, 0.0, 18.1, 1.0, 0.8, 5.8, 89.0, 1.9, 24.0, 666.0, 20.2, 353.0, 14.6,
                         3.5, 0.0, 18.1, 1.0, 0.7, 8.8, 82.9, 1.9, 24.0, 666.0, 20.2, 354.6, 5.3,
                         4.6, 0.0, 18.1, 0.0, 0.7, 3.6, 87.9, 1.6, 24.0, 666.0, 20.2, 354.7, 7.1,
                         3.7, 0.0, 18.1, 0.0, 0.7, 5.0, 91.4, 1.8, 24.0, 666.0, 20.2, 316.0, 14.0,
                         13.5, 0.0, 18.1, 0.0, 0.6, 3.9, 100.0, 1.5, 24.0, 666.0, 20.2, 131.4, 13.3,
                         4.9, 0.0, 18.1, 0.0, 0.6, 5.0, 100.0, 1.3, 24.0, 666.0, 20.2, 375.5, 3.3,
                         5.7, 0.0, 18.1, 1.0, 0.6, 6.7, 96.8, 1.4, 24.0, 666.0, 20.2, 375.3, 3.7,
                         6.5, 0.0, 18.1, 1.0, 0.6, 7.0, 97.5, 1.2, 24.0, 666.0, 20.2, 392.1, 3.0,
                         9.2, 0.0, 18.1, 0.0, 0.6, 6.2, 100.0, 1.2, 24.0, 666.0, 20.2, 366.1, 9.5,
                         8.3, 0.0, 18.1, 1.0, 0.7, 5.9, 89.6, 1.1, 24.0, 666.0, 20.2, 347.9, 8.9,
                         11.1, 0.0, 18.1, 0.0, 0.7, 4.9, 100.0, 1.2, 24.0, 666.0, 20.2, 396.9, 34.8,
                         18.5, 0.0, 18.1, 0.0, 0.7, 4.1, 100.0, 1.1, 24.0, 666.0, 20.2, 396.9, 38.0,
                         19.6, 0.0, 18.1, 0.0, 0.7, 7.3, 97.9, 1.3, 24.0, 666.0, 20.2, 396.9, 13.4,
                         15.3, 0.0, 18.1, 0.0, 0.7, 6.6, 93.3, 1.3, 24.0, 666.0, 20.2, 363.0, 23.2,
                         9.8, 0.0, 18.1, 0.0, 0.7, 6.8, 98.8, 1.4, 24.0, 666.0, 20.2, 396.9, 21.2,
                         23.6, 0.0, 18.1, 0.0, 0.7, 6.4, 96.2, 1.4, 24.0, 666.0, 20.2, 396.9, 23.7,
                         17.9, 0.0, 18.1, 0.0, 0.7, 6.2, 100.0, 1.4, 24.0, 666.0, 20.2, 393.7, 21.8,
                         89.0, 0.0, 18.1, 0.0, 0.7, 7.0, 91.9, 1.4, 24.0, 666.0, 20.2, 396.9, 17.2,
                         15.9, 0.0, 18.1, 0.0, 0.7, 6.5, 99.1, 1.5, 24.0, 666.0, 20.2, 396.9, 21.1,
                         9.2, 0.0, 18.1, 0.0, 0.7, 5.5, 100.0, 1.6, 24.0, 666.0, 20.2, 396.9, 23.6,
                         8.0, 0.0, 18.1, 0.0, 0.7, 5.5, 100.0, 1.5, 24.0, 666.0, 20.2, 396.9, 24.6,
                         20.1, 0.0, 18.1, 0.0, 0.7, 4.4, 91.2, 1.4, 24.0, 666.0, 20.2, 285.8, 30.6,
                         16.8, 0.0, 18.1, 0.0, 0.7, 5.3, 98.1, 1.4, 24.0, 666.0, 20.2, 396.9, 30.8,
                         24.4, 0.0, 18.1, 0.0, 0.7, 4.7, 100.0, 1.5, 24.0, 666.0, 20.2, 396.9, 28.3,
                         22.6, 0.0, 18.1, 0.0, 0.7, 5.0, 89.5, 1.5, 24.0, 666.0, 20.2, 396.9, 32.0,
                         14.3, 0.0, 18.1, 0.0, 0.7, 4.9, 100.0, 1.6, 24.0, 666.0, 20.2, 372.9, 30.6,
                         8.2, 0.0, 18.1, 0.0, 0.7, 5.4, 98.9, 1.7, 24.0, 666.0, 20.2, 396.9, 20.9,
                         7.0, 0.0, 18.1, 0.0, 0.7, 5.7, 97.0, 1.9, 24.0, 666.0, 20.2, 394.4, 17.1,
                         5.3, 0.0, 18.1, 0.0, 0.7, 6.1, 82.5, 2.2, 24.0, 666.0, 20.2, 378.4, 18.8,
                         11.6, 0.0, 18.1, 0.0, 0.7, 5.0, 97.0, 1.8, 24.0, 666.0, 20.2, 396.9, 25.7,
                         8.6, 0.0, 18.1, 0.0, 0.7, 6.2, 92.6, 1.8, 24.0, 666.0, 20.2, 396.9, 15.2,
                         13.4, 0.0, 18.1, 0.0, 0.7, 5.9, 94.7, 1.8, 24.0, 666.0, 20.2, 396.9, 16.4,
                         8.7, 0.0, 18.1, 0.0, 0.7, 6.5, 98.8, 1.7, 24.0, 666.0, 20.2, 392.0, 17.1,
                         5.9, 0.0, 18.1, 0.0, 0.7, 6.4, 96.0, 1.7, 24.0, 666.0, 20.2, 396.9, 19.4,
                         7.7, 0.0, 18.1, 0.0, 0.7, 5.7, 98.9, 1.6, 24.0, 666.0, 20.2, 393.1, 19.9,
                         38.4, 0.0, 18.1, 0.0, 0.7, 5.5, 100.0, 1.5, 24.0, 666.0, 20.2, 396.9, 30.6,
                         9.9, 0.0, 18.1, 0.0, 0.7, 5.9, 77.8, 1.5, 24.0, 666.0, 20.2, 338.2, 30.0,
                         25.0, 0.0, 18.1, 0.0, 0.7, 6.0, 100.0, 1.6, 24.0, 666.0, 20.2, 396.9, 26.8,
                         14.2, 0.0, 18.1, 0.0, 0.7, 6.3, 100.0, 1.6, 24.0, 666.0, 20.2, 396.9, 20.3,
                         9.6, 0.0, 18.1, 0.0, 0.7, 6.4, 100.0, 1.6, 24.0, 666.0, 20.2, 376.1, 20.3,
                         24.8, 0.0, 18.1, 0.0, 0.7, 5.3, 96.0, 1.7, 24.0, 666.0, 20.2, 396.9, 19.8,
                         41.5, 0.0, 18.1, 0.0, 0.7, 5.5, 85.4, 1.6, 24.0, 666.0, 20.2, 329.5, 27.4,
                         67.9, 0.0, 18.1, 0.0, 0.7, 5.7, 100.0, 1.4, 24.0, 666.0, 20.2, 385.0, 23.0,
                         20.7, 0.0, 18.1, 0.0, 0.7, 4.1, 100.0, 1.2, 24.0, 666.0, 20.2, 370.2, 23.3,
                         12.0, 0.0, 18.1, 0.0, 0.7, 5.6, 100.0, 1.3, 24.0, 666.0, 20.2, 332.1, 12.1,
                         7.4, 0.0, 18.1, 0.0, 0.6, 5.6, 97.9, 1.5, 24.0, 666.0, 20.2, 314.6, 26.4,
                         14.4, 0.0, 18.1, 0.0, 0.6, 6.9, 100.0, 1.5, 24.0, 666.0, 20.2, 179.4, 19.8,
                         51.1, 0.0, 18.1, 0.0, 0.6, 5.8, 100.0, 1.4, 24.0, 666.0, 20.2, 2.6, 10.1,
                         14.1, 0.0, 18.1, 0.0, 0.6, 6.7, 100.0, 1.5, 24.0, 666.0, 20.2, 35.0, 21.2,
                         18.8, 0.0, 18.1, 0.0, 0.6, 4.6, 100.0, 1.6, 24.0, 666.0, 20.2, 28.8, 34.4,
                         28.7, 0.0, 18.1, 0.0, 0.6, 5.2, 100.0, 1.6, 24.0, 666.0, 20.2, 211.0, 20.1,
                         45.7, 0.0, 18.1, 0.0, 0.7, 4.5, 100.0, 1.7, 24.0, 666.0, 20.2, 88.3, 37.0,
                         18.1, 0.0, 18.1, 0.0, 0.7, 6.4, 100.0, 1.8, 24.0, 666.0, 20.2, 27.2, 29.1,
                         10.8, 0.0, 18.1, 0.0, 0.7, 6.8, 90.8, 1.8, 24.0, 666.0, 20.2, 21.6, 25.8,
                         25.9, 0.0, 18.1, 0.0, 0.7, 5.3, 89.1, 1.6, 24.0, 666.0, 20.2, 127.4, 26.6,
                         73.5, 0.0, 18.1, 0.0, 0.7, 6.0, 100.0, 1.8, 24.0, 666.0, 20.2, 16.4, 20.6,
                         11.8, 0.0, 18.1, 0.0, 0.7, 6.8, 76.5, 1.8, 24.0, 666.0, 20.2, 48.5, 22.7,
                         11.1, 0.0, 18.1, 0.0, 0.7, 6.4, 100.0, 1.9, 24.0, 666.0, 20.2, 318.8, 15.0,
                         7.0, 0.0, 18.1, 0.0, 0.7, 6.0, 95.3, 1.9, 24.0, 666.0, 20.2, 320.0, 15.7,
                         12.0, 0.0, 18.1, 0.0, 0.6, 5.6, 87.6, 2.0, 24.0, 666.0, 20.2, 291.6, 14.1,
                         7.1, 0.0, 18.1, 0.0, 0.6, 6.1, 85.1, 2.0, 24.0, 666.0, 20.2, 2.5, 23.3,
                         8.8, 0.0, 18.1, 0.0, 0.6, 5.6, 70.6, 2.1, 24.0, 666.0, 20.2, 3.6, 17.2,
                         15.9, 0.0, 18.1, 0.0, 0.7, 5.9, 95.4, 1.9, 24.0, 666.0, 20.2, 7.7, 24.4,
                         12.2, 0.0, 18.1, 0.0, 0.6, 5.8, 59.7, 2.0, 24.0, 666.0, 20.2, 24.6, 15.7,
                         37.7, 0.0, 18.1, 0.0, 0.7, 6.2, 78.7, 1.9, 24.0, 666.0, 20.2, 18.8, 14.5,
                         7.4, 0.0, 18.1, 0.0, 0.7, 6.2, 78.1, 1.9, 24.0, 666.0, 20.2, 96.7, 21.5,
                         9.3, 0.0, 18.1, 0.0, 0.7, 6.4, 95.6, 2.0, 24.0, 666.0, 20.2, 60.7, 24.1,
                         8.5, 0.0, 18.1, 0.0, 0.6, 6.3, 86.1, 2.1, 24.0, 666.0, 20.2, 83.5, 17.6,
                         10.1, 0.0, 18.1, 0.0, 0.6, 6.8, 94.3, 2.1, 24.0, 666.0, 20.2, 81.3, 19.7,
                         6.4, 0.0, 18.1, 0.0, 0.6, 6.4, 74.8, 2.2, 24.0, 666.0, 20.2, 98.0, 12.0,
                         5.6, 0.0, 18.1, 0.0, 0.7, 6.4, 87.9, 2.3, 24.0, 666.0, 20.2, 100.2, 16.2,
                         13.9, 0.0, 18.1, 0.0, 0.7, 6.2, 95.0, 2.2, 24.0, 666.0, 20.2, 100.6, 15.2,
                         11.2, 0.0, 18.1, 0.0, 0.7, 6.6, 94.6, 2.1, 24.0, 666.0, 20.2, 109.8, 23.3,
                         14.4, 0.0, 18.1, 0.0, 0.7, 6.5, 93.3, 2.0, 24.0, 666.0, 20.2, 27.5, 18.1,
                         15.2, 0.0, 18.1, 0.0, 0.7, 6.2, 100.0, 1.9, 24.0, 666.0, 20.2, 9.3, 26.4,
                         13.7, 0.0, 18.1, 0.0, 0.7, 5.9, 87.9, 1.8, 24.0, 666.0, 20.2, 69.0, 34.0,
                         9.4, 0.0, 18.1, 0.0, 0.7, 5.6, 93.9, 1.8, 24.0, 666.0, 20.2, 396.9, 22.9,
                         22.1, 0.0, 18.1, 0.0, 0.7, 5.8, 92.4, 1.9, 24.0, 666.0, 20.2, 391.4, 22.1,
                         9.7, 0.0, 18.1, 0.0, 0.7, 6.4, 97.2, 2.1, 24.0, 666.0, 20.2, 386.0, 19.5,
                         5.7, 0.0, 18.1, 0.0, 0.7, 6.2, 100.0, 2.0, 24.0, 666.0, 20.2, 395.7, 16.6,
                         10.0, 0.0, 18.1, 0.0, 0.7, 6.5, 100.0, 2.0, 24.0, 666.0, 20.2, 386.7, 18.9,
                         12.8, 0.0, 18.1, 0.0, 0.7, 5.9, 96.6, 1.9, 24.0, 666.0, 20.2, 240.5, 23.8,
                         0.7, 0.0, 18.1, 0.0, 0.7, 6.5, 94.8, 2.0, 24.0, 666.0, 20.2, 43.1, 24.0,
                         6.3, 0.0, 18.1, 0.0, 0.7, 6.3, 96.4, 2.1, 24.0, 666.0, 20.2, 318.0, 17.8,
                         9.9, 0.0, 18.1, 0.0, 0.7, 6.3, 96.6, 2.2, 24.0, 666.0, 20.2, 388.5, 16.4,
                         9.3, 0.0, 18.1, 0.0, 0.7, 6.2, 98.7, 2.3, 24.0, 666.0, 20.2, 396.9, 18.1,
                         7.5, 0.0, 18.1, 0.0, 0.7, 6.4, 98.3, 2.2, 24.0, 666.0, 20.2, 304.2, 19.3,
                         6.7, 0.0, 18.1, 0.0, 0.7, 6.7, 92.6, 2.3, 24.0, 666.0, 20.2, 0.3, 17.4,
                         5.4, 0.0, 18.1, 0.0, 0.7, 6.7, 98.2, 2.4, 24.0, 666.0, 20.2, 355.3, 17.7,
                         5.1, 0.0, 18.1, 0.0, 0.7, 6.3, 91.8, 2.4, 24.0, 666.0, 20.2, 385.1, 17.3,
                         8.2, 0.0, 18.1, 0.0, 0.7, 7.4, 99.3, 2.5, 24.0, 666.0, 20.2, 375.9, 16.7,
                         9.5, 0.0, 18.1, 0.0, 0.7, 6.7, 94.1, 2.5, 24.0, 666.0, 20.2, 6.7, 18.7,
                         4.8, 0.0, 18.1, 0.0, 0.7, 6.5, 86.5, 2.4, 24.0, 666.0, 20.2, 50.9, 18.1,
                         4.7, 0.0, 18.1, 0.0, 0.7, 6.0, 87.9, 2.6, 24.0, 666.0, 20.2, 10.5, 19.0,
                         8.2, 0.0, 18.1, 0.0, 0.7, 5.9, 80.3, 2.8, 24.0, 666.0, 20.2, 3.5, 16.9,
                         7.8, 0.0, 18.1, 0.0, 0.7, 6.3, 83.7, 2.8, 24.0, 666.0, 20.2, 272.2, 16.2,
                         6.8, 0.0, 18.1, 0.0, 0.7, 6.1, 84.4, 2.7, 24.0, 666.0, 20.2, 396.9, 14.7,
                         4.8, 0.0, 18.1, 0.0, 0.7, 6.7, 90.0, 2.6, 24.0, 666.0, 20.2, 255.2, 16.4,
                         3.7, 0.0, 18.1, 0.0, 0.7, 6.4, 88.4, 2.6, 24.0, 666.0, 20.2, 391.4, 14.7,
                         6.7, 0.0, 18.1, 0.0, 0.7, 6.3, 83.0, 2.7, 24.0, 666.0, 20.2, 396.9, 14.0,
                         5.8, 0.0, 18.1, 0.0, 0.7, 6.5, 89.9, 2.8, 24.0, 666.0, 20.2, 393.8, 10.3,
                         7.8, 0.0, 18.1, 0.0, 0.7, 6.2, 65.4, 3.0, 24.0, 666.0, 20.2, 396.9, 13.2,
                         3.2, 0.0, 18.1, 0.0, 0.7, 5.8, 48.2, 3.1, 24.0, 666.0, 20.2, 334.4, 14.1,
                         3.8, 0.0, 18.1, 0.0, 0.7, 6.0, 84.7, 2.9, 24.0, 666.0, 20.2, 22.0, 17.1,
                         4.4, 0.0, 18.1, 0.0, 0.6, 6.0, 94.5, 2.5, 24.0, 666.0, 20.2, 331.3, 21.3,
                         15.6, 0.0, 18.1, 0.0, 0.6, 5.9, 71.0, 2.9, 24.0, 666.0, 20.2, 368.7, 18.1,
                         13.1, 0.0, 18.1, 0.0, 0.6, 5.7, 56.7, 2.8, 24.0, 666.0, 20.2, 396.9, 14.8,
                         4.3, 0.0, 18.1, 0.0, 0.6, 6.2, 84.0, 3.0, 24.0, 666.0, 20.2, 396.9, 16.3,
                         4.0, 0.0, 18.1, 0.0, 0.5, 6.2, 90.7, 3.1, 24.0, 666.0, 20.2, 395.3, 12.9,
                         3.6, 0.0, 18.1, 0.0, 0.6, 6.4, 75.0, 2.9, 24.0, 666.0, 20.2, 393.4, 14.4,
                         4.6, 0.0, 18.1, 0.0, 0.6, 7.0, 67.6, 2.5, 24.0, 666.0, 20.2, 374.7, 11.7,
                         8.1, 0.0, 18.1, 0.0, 0.6, 5.4, 95.4, 2.4, 24.0, 666.0, 20.2, 352.6, 18.1,
                         6.4, 0.0, 18.1, 0.0, 0.6, 6.2, 97.4, 2.2, 24.0, 666.0, 20.2, 302.8, 24.1,
                         4.9, 0.0, 18.1, 0.0, 0.6, 6.5, 93.6, 2.3, 24.0, 666.0, 20.2, 396.2, 18.7,
                         15.0, 0.0, 18.1, 0.0, 0.6, 5.3, 97.3, 2.1, 24.0, 666.0, 20.2, 349.5, 24.9,
                         10.2, 0.0, 18.1, 0.0, 0.6, 6.2, 96.7, 2.2, 24.0, 666.0, 20.2, 379.7, 18.0,
                         14.3, 0.0, 18.1, 0.0, 0.6, 6.2, 88.0, 2.0, 24.0, 666.0, 20.2, 383.3, 13.1,
                         5.8, 0.0, 18.1, 0.0, 0.5, 6.2, 64.7, 3.4, 24.0, 666.0, 20.2, 396.9, 10.7,
                         5.7, 0.0, 18.1, 0.0, 0.5, 6.8, 74.9, 3.3, 24.0, 666.0, 20.2, 393.1, 7.7,
                         5.7, 0.0, 18.1, 0.0, 0.5, 7.1, 77.0, 3.4, 24.0, 666.0, 20.2, 395.3, 7.0,
                         2.8, 0.0, 18.1, 0.0, 0.5, 5.8, 40.3, 4.1, 24.0, 666.0, 20.2, 392.9, 10.4,
                         2.4, 0.0, 18.1, 0.0, 0.6, 5.9, 41.9, 3.7, 24.0, 666.0, 20.2, 370.7, 13.3,
                         3.7, 0.0, 18.1, 0.0, 0.6, 6.3, 51.9, 4.0, 24.0, 666.0, 20.2, 388.6, 10.6,
                         5.7, 0.0, 18.1, 0.0, 0.6, 6.1, 79.8, 3.5, 24.0, 666.0, 20.2, 392.7, 15.0,
                         4.8, 0.0, 18.1, 0.0, 0.6, 5.9, 53.2, 3.2, 24.0, 666.0, 20.2, 388.2, 11.4,
                         0.2, 0.0, 27.7, 0.0, 0.6, 5.5, 92.7, 1.8, 4.0, 711.0, 20.1, 395.1, 18.1,
                         0.2, 0.0, 27.7, 0.0, 0.6, 5.4, 98.3, 1.8, 4.0, 711.0, 20.1, 344.1, 24.0,
                         0.2, 0.0, 27.7, 0.0, 0.6, 5.1, 98.0, 1.8, 4.0, 711.0, 20.1, 318.4, 29.7,
                         0.1, 0.0, 27.7, 0.0, 0.6, 6.0, 98.8, 1.9, 4.0, 711.0, 20.1, 390.1, 18.1,
                         0.1, 0.0, 27.7, 0.0, 0.6, 6.0, 83.5, 2.1, 4.0, 711.0, 20.1, 396.9, 13.3,
                         0.2, 0.0, 9.7, 0.0, 0.6, 5.7, 54.0, 2.4, 6.0, 391.0, 19.2, 396.9, 12.0,
                         0.3, 0.0, 9.7, 0.0, 0.6, 5.9, 42.6, 2.4, 6.0, 391.0, 19.2, 396.9, 13.6,
                         0.2, 0.0, 9.7, 0.0, 0.6, 5.7, 28.8, 2.8, 6.0, 391.0, 19.2, 393.3, 17.6,
                         0.3, 0.0, 9.7, 0.0, 0.6, 5.4, 72.9, 2.8, 6.0, 391.0, 19.2, 396.9, 21.1,
                         0.3, 0.0, 9.7, 0.0, 0.6, 5.8, 70.6, 2.9, 6.0, 391.0, 19.2, 396.9, 14.1,
                         0.2, 0.0, 9.7, 0.0, 0.6, 6.0, 65.3, 2.4, 6.0, 391.0, 19.2, 396.9, 12.9,
                         0.2, 0.0, 9.7, 0.0, 0.6, 5.6, 73.5, 2.4, 6.0, 391.0, 19.2, 395.8, 15.1,
                         0.2, 0.0, 9.7, 0.0, 0.6, 6.0, 79.7, 2.5, 6.0, 391.0, 19.2, 396.9, 14.3,
                         0.1, 0.0, 11.9, 0.0, 0.6, 6.6, 69.1, 2.5, 1.0, 273.0, 21.0, 392.0, 9.7,
                         0.0, 0.0, 11.9, 0.0, 0.6, 6.1, 76.7, 2.3, 1.0, 273.0, 21.0, 396.9, 9.1,
                         0.1, 0.0, 11.9, 0.0, 0.6, 7.0, 91.0, 2.2, 1.0, 273.0, 21.0, 396.9, 5.6,
                         0.1, 0.0, 11.9, 0.0, 0.6, 6.8, 89.3, 2.4, 1.0, 273.0, 21.0, 393.4, 6.5,
                         0.0, 0.0, 11.9, 0.0, 0.6, 6.0, 80.8, 2.5, 1.0, 273.0, 21.0, 396.9, 7.9,]);

    data.reshape(506, 13);

    (data, target)
}