gonum.org/v1/gonum@v0.14.0/stat/boston_data_test.go (about) 1 // Copyright ©2016 The Gonum Authors. All rights reserved. 2 // Use of this source code is governed by a BSD-style 3 // license that can be found in the LICENSE file. 4 5 package stat_test 6 7 import "gonum.org/v1/gonum/mat" 8 9 // Boston Housing Data of Harrison and Rubinfeld (1978) 10 // http://dx.doi.org/10.1016/0095-0696(78)90006-2 11 // http://lib.stat.cmu.edu/datasets/boston 12 // Columns are; 13 // 14 // per capita crime rate by town, 15 // proportion of non-retail business acres per town, 16 // nitric oxide concentration (parts per 10 million), 17 // weighted distances to Boston employment centers, 18 // index of accessibility to radial highways, 19 // pupil-teacher ratio by town, 20 // proportion of blacks by town, 21 // average number of rooms per dwelling, 22 // proportion of owner-occupied units built prior to 1940, 23 // full-value property-tax rate per $10000, 24 // median value of owner-occupied homes in $1000s. 25 var bostonData = mat.NewDense(506, 11, []float64{ 26 0.00632, 2.31000, 0.53800, 4.09000, 1.00000, 15.30000, 396.90000, 6.57500, 65.20000, 296.00000, 24.00000, 27 0.02731, 7.07000, 0.46900, 4.96710, 2.00000, 17.80000, 396.90000, 6.42100, 78.90000, 242.00000, 21.60000, 28 0.02729, 7.07000, 0.46900, 4.96710, 2.00000, 17.80000, 392.83000, 7.18500, 61.10000, 242.00000, 34.70000, 29 0.03237, 2.18000, 0.45800, 6.06220, 3.00000, 18.70000, 394.63000, 6.99800, 45.80000, 222.00000, 33.40000, 30 0.06905, 2.18000, 0.45800, 6.06220, 3.00000, 18.70000, 396.90000, 7.14700, 54.20000, 222.00000, 36.20000, 31 0.02985, 2.18000, 0.45800, 6.06220, 3.00000, 18.70000, 394.12000, 6.43000, 58.70000, 222.00000, 28.70000, 32 0.08829, 7.87000, 0.52400, 5.56050, 5.00000, 15.20000, 395.60000, 6.01200, 66.60000, 311.00000, 22.90000, 33 0.14455, 7.87000, 0.52400, 5.95050, 5.00000, 15.20000, 396.90000, 6.17200, 96.10000, 311.00000, 27.10000, 34 0.21124, 7.87000, 0.52400, 6.08210, 5.00000, 15.20000, 386.63000, 5.63100, 100.00000, 311.00000, 16.50000, 35 0.17004, 7.87000, 0.52400, 6.59210, 5.00000, 15.20000, 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