-
Notifications
You must be signed in to change notification settings - Fork 14
/
DESCRIPTION
40 lines (40 loc) · 1.72 KB
/
DESCRIPTION
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
Package: modelDown
Title: Make Static HTML Website for Predictive Models
Version: 1.1
Authors@R: c(person("Przemyslaw", "Biecek", email = "[email protected]", role = c("aut")),
person("Magda", "Tatarynowicz", email = "[email protected]", role = c("aut")),
person("Kamil", "Romaszko", email = "[email protected]", role = c("aut", "cre")),
person("Mateusz", "Urbanski", email = "[email protected]", role = c("aut")))
Description: Website generator with HTML summaries for predictive models.
This package uses 'DALEX' explainers to describe global model behavior.
We can see how well models behave (tabs: Model Performance, Auditor),
how much each variable contributes to predictions (tabs: Variable Response)
and which variables are the most important for a given model (tabs: Variable Importance).
We can also compare Concept Drift for pairs of models (tabs: Drifter).
Additionally, data available on the website can be easily recreated in current R session.
Work on this package was financially supported by the NCN Opus grant 2017/27/B/ST6/01307
at Warsaw University of Technology, Faculty of Mathematics and Information Science.
Depends: R (>= 3.4.0)
License: Apache License 2.0
Encoding: UTF-8
LazyData: true
Imports: DALEX (>= 1.0),
auditor (>= 0.3.0),
ggplot2 (>= 3.1.0),
whisker (>= 0.3-2),
DT (>= 0.4),
kableExtra (>= 0.9.0),
psych (>= 1.8.4),
archivist (>= 2.1.0),
svglite (>= 1.2.1),
devtools (>= 2.0.1),
breakDown (>= 0.1.6),
drifter (>= 0.2.1)
Suggests:
ranger,
testthat,
useful,
covr
RoxygenNote: 7.1.1
URL: https://github.com/ModelOriented/modelDown
BugReports: https://github.com/ModelOriented/modelDown/issues