RISKOMON · Card Deck Explorer for a FasterRisk Rashomon Set (paper, source code)

There are 30 models that share 13 features in the Rashomon Set dataset, here showing the of these models, with colormap by coefficient magnitude turned
FEATURESMODELS
Drag important feature rows up and undesired rows down with thehandle: the model columns will reorder from left to right accordingly.
445450454459464468LOSS
  • 26IrregularShape
  • 26SpiculatedMargin
  • 24Age_geq_60
  • 23CircumscribedMargin
  • 22Age_geq_30
  • 5OvalShape
  • 5LobularShape
  • 3Age_lt_30
  • 3ObscuredMargin
  • 3IllDefinedMargin
  • 2Age_geq_45
  • 2MicrolobulatedMargin
  • 1RoundShape
01
2
1
2
-3
3
03
2
1
2
-3
-1
04
5
2
3
-4
2
02
2
1
2
-3
-3
06
4
2
3
-5
-1
08
4
3
4
-5
1
10
4
2
3
-5
1
11
3
2
3
-4
1
12
3
2
3
-4
27
4
2
2
5
-1
16
5
2
2
4
3
30
5
2
3
3
-2
15
3
2
2
3
1
26
5
2
3
5
2
28
4
2
2
4
-1
29
5
2
3
5
18
2
1
-3
4
-1
19
3
1
-3
4
1
24
3
2
-5
5
-1
23
3
1
-4
5
-1
17
2
1
-3
3
1
25
2
1
-3
4
05
3
3
-5
5
-1
07
4
3
-4
5
1
09
3
2
-4
4
-1
13
2
2
-3
3
14
1
2
-5
4
-2
20
2
2
-4
3
-1
21
2
2
-5
4
1
22
2
2
-4
3
CARDS

Model 01 Card

IrregularShape+2
CircumscribedMargin-3
SpiculatedMargin+1
Age_geq_30+3
Age_geq_60+2
-3-2-10123456780%20%40%60%80%100%RISK
LOSS: 445.0
ACC: 0.80%
AUC: 0.855
MAX RISK: 1.92%