Intelligent Modeling Introduction

1png

2png

I.Data Source

3png

1.Local data file

4png

5png

6png

2.Database

7png

8png

9png

II.Data Exploration

10png

1.Basic characteristics

11png

12png

2.Statistics of discrete variables

13png

14png

15png

3.Continuous variable statistics

16png

17png

18png

19png

20png

4.Data quality report

21png

III.Preprocessing

22png

1.Automatic preprocessing

23png

2.Preprocessing report

24png

3.Preprocessing process

25png

26png

27png

28png

4.Manual preprocessing

29png

30png

31png

32png

IV.Modeling

33png

1.Modeling process

34png

2.Intelligent modeling

35png

3.Professional modeling

36png

37png

38png

V.Model performance

39png

1.Model performance

40png

41png

42png

43png

44png

45png

46png

47png

48png

49png

2.Model presentation

50png

3.Variable importance

51png

VI.Prediction

52png

1.Batch prediction

53png

54png

55png

56png

2.Single prediction

57png

58png

VII.Integration solution

59png

1.esProc External library

60png

61png

2.Integration architecture

62png

63png

Click to download the PDF file