Читать книгу Data Science in Theory and Practice - Maria Cristina Mariani - Страница 3

1 Chapter 2Table 2.1 Examples of random vectors.

2 Chapter 3Table 3.1 Ramus Bone Length at Four Ages for 20 Boys.

3 Chapter 4Table 4.1 Time series data of the volume of sales of over a six hour period.Table 4.2 Simple moving average forecasts.Table 4.3 Time series data used in Example 4.6.Table 4.4 Weighted moving average forecasts.Table 4.5 Trend projection of weighted moving average forecasts.Table 4.6 Exponential smoothing forecasts of volume of sales.Table 4.7 Exponential smoothing forecasts from Example 4.9.Table 4.8 Adjusted exponential smoothing forecasts.

4 Chapter 6Table 6.1 Numbers.Table 6.2 Files mode in Python.

5 Chapter 7Table 7.1 Common asymptotic notations.

6 Chapter 9Table 9.1 Temperature versus ice cream sales.

7 Chapter 12Table 12.1 Events information.Table 12.2 Discriminant scores for earthquakes and explosions groups.Table 12.3 Discriminant scores for Lehman Brothers collapse and Flash crash ...Table 12.4 Discriminant scores for Citigroup in 2009 and IAG stock in 2011.

8 Chapter 13Table 13.1 Data matrix.Table 13.2 Distance matrix.Table 13.3 Stress and goodness of fit.Table 13.4 Data matrix.

9 Chapter 14Table 14.1 Models' performances on the test dataset with 23 variables using ...Table 14.2 Top 10 variables selected by the Random forest algorithm.Table 14.3 Performance for the four models using the top 10 features from mo...

10 Chapter 15Table 15.1 Market basket transaction data.Table 15.2 A binary representation of market basket transaction data.Table 15.3 Grocery transactional data.Table 15.4 Transaction data.

11 Chapter 16Table 16.1 Models performances on the test dataset.

12 Chapter 18Table 18.1 Percentage of power for Discover data.Table 18.2 Percentage of power for JPM data.Table 18.3 Percentage of power for Microsoft data.Table 18.4 Percentage of power for Walmart data.

13 Chapter 19Table 19.1 Determining and for .Table 19.2 Percentage of total power (energy) forAlbuquerque, New Mexico (A...Table 19.3 Percentage of total power (energy) forTucson, Arizona (TUC) seis...

14 Chapter 21Table 21.1 Moments of the Poisson distribution with intensity .Table 21.2 Moments of the distribution.Table 21.3 Scaling exponents of Volcanic Data time series.