participant
int64
task
int64
trial
int64
choice
int64
correct_choice
int64
reward
float64
condition
int64
category
int64
object
string
all_features
string
x1
int64
x2
int64
x3
int64
RT
float64
0
1
4
1
0
0
2
0
Big White Square
[1, 0, 1]
1
0
1
812
0
1
5
1
1
1
2
1
Small White Square
[0, 0, 1]
0
0
1
1,802
0
1
6
1
0
0
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
1,164
0
1
7
0
0
1
2
0
Big White Triangle
[1, 0, 0]
1
0
0
1,658
0
1
8
0
1
0
2
1
Big Black Square
[1, 1, 1]
1
1
1
1,757
0
1
9
0
0
1
2
0
Small Black Square
[0, 1, 1]
0
1
1
1,480
0
1
10
0
0
1
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
1,172
0
1
11
1
1
1
2
1
Small White Triangle
[0, 0, 0]
0
0
0
1,157
0
1
12
1
1
1
2
1
Small White Square
[0, 0, 1]
0
0
1
1,198
0
1
13
0
0
1
2
0
Big White Square
[1, 0, 1]
1
0
1
1,105
0
1
14
0
0
1
2
0
Big White Triangle
[1, 0, 0]
1
0
0
1,930
0
1
15
0
1
0
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
1,027
0
1
16
0
0
1
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
1,449
0
1
17
1
0
0
2
0
Big White Square
[1, 0, 1]
1
0
1
1,575
0
1
18
0
0
1
2
0
Small Black Square
[0, 1, 1]
0
1
1
1,215
0
1
19
0
1
0
2
1
Small White Square
[0, 0, 1]
0
0
1
1,161
0
1
20
1
1
1
2
1
Big Black Square
[1, 1, 1]
1
1
1
962
0
1
21
0
1
0
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
1,537
0
1
22
0
0
1
2
0
Big White Triangle
[1, 0, 0]
1
0
0
1,735
0
1
23
1
1
1
2
1
Small White Triangle
[0, 0, 0]
0
0
0
1,070
0
1
24
1
0
0
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
1,326
0
1
25
0
0
1
2
0
Big White Triangle
[1, 0, 0]
1
0
0
1,318
0
1
26
0
0
1
2
0
Small Black Square
[0, 1, 1]
0
1
1
1,078
0
1
27
0
1
0
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
1,116
0
1
28
0
1
0
2
1
Small White Triangle
[0, 0, 0]
0
0
0
1,479
0
1
29
0
0
1
2
0
Big White Square
[1, 0, 1]
1
0
1
1,018
0
1
30
1
1
1
2
1
Small White Square
[0, 0, 1]
0
0
1
750
0
1
31
0
1
0
2
1
Big Black Square
[1, 1, 1]
1
1
1
908
0
1
32
1
1
1
2
1
Small White Triangle
[0, 0, 0]
0
0
0
1,119
0
1
33
1
0
0
2
0
Small Black Square
[0, 1, 1]
0
1
1
796
0
1
34
1
1
1
2
1
Small White Square
[0, 0, 1]
0
0
1
1,344
0
1
35
0
0
1
2
0
Big White Triangle
[1, 0, 0]
1
0
0
1,082
0
1
36
0
0
1
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
905
0
1
37
1
0
0
2
0
Big White Triangle
[1, 0, 0]
1
0
0
2,626
0
1
38
1
1
1
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
1,549
0
1
39
0
0
1
2
0
Big White Square
[1, 0, 1]
1
0
1
721
0
1
40
0
1
0
2
1
Small White Square
[0, 0, 1]
0
0
1
793
0
1
41
1
0
0
2
0
Small Black Square
[0, 1, 1]
0
1
1
946
0
1
42
1
1
1
2
1
Small White Triangle
[0, 0, 0]
0
0
0
937
0
1
43
0
1
0
2
1
Big Black Square
[1, 1, 1]
1
1
1
1,230
0
1
44
1
1
1
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
933
0
1
45
0
0
1
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
1,077
0
1
46
1
0
0
2
0
Big White Square
[1, 0, 1]
1
0
1
1,617
0
1
47
1
1
1
2
1
Big Black Square
[1, 1, 1]
1
1
1
1,012
0
1
48
0
0
1
2
0
Big White Square
[1, 0, 1]
1
0
1
881
0
1
49
1
1
1
2
1
Big Black Square
[1, 1, 1]
1
1
1
1,309
0
1
50
1
0
0
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
1,011
0
1
51
0
0
1
2
0
Big White Square
[1, 0, 1]
1
0
1
1,816
0
1
52
1
1
1
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
3,558
0
1
53
1
0
0
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
2,047
0
1
54
0
0
1
2
0
Small Black Square
[0, 1, 1]
0
1
1
1,210
0
1
55
1
1
1
2
1
Big Black Square
[1, 1, 1]
1
1
1
870
0
1
56
0
1
0
2
1
Small White Square
[0, 0, 1]
0
0
1
1,095
0
1
57
1
0
0
2
0
Small Black Square
[0, 1, 1]
0
1
1
1,095
0
1
58
0
0
1
2
0
Big White Triangle
[1, 0, 0]
1
0
0
1,066
0
1
59
0
0
1
2
0
Big White Triangle
[1, 0, 0]
1
0
0
2,172
0
1
60
1
1
1
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
1,737
0
1
61
1
1
1
2
1
Small White Triangle
[0, 0, 0]
0
0
0
1,442
0
1
62
1
1
1
2
1
Small White Triangle
[0, 0, 0]
0
0
0
695
0
1
63
1
1
1
2
1
Small White Square
[0, 0, 1]
0
0
1
1,124
0
1
64
0
0
1
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
3,313
0
1
65
1
1
1
2
1
Big Black Square
[1, 1, 1]
1
1
1
1,756
0
1
66
0
0
1
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
1,147
0
1
67
1
0
0
2
0
Big White Triangle
[1, 0, 0]
1
0
0
2,227
0
1
68
1
1
1
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
1,266
0
1
69
0
0
1
2
0
Big White Square
[1, 0, 1]
1
0
1
2,028
0
1
70
1
0
0
2
0
Small Black Square
[0, 1, 1]
0
1
1
854
0
1
71
0
1
0
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
1,342
0
1
72
1
1
1
2
1
Small White Square
[0, 0, 1]
0
0
1
1,343
0
1
73
1
1
1
2
1
Small White Square
[0, 0, 1]
0
0
1
708
0
1
74
1
0
0
2
0
Big White Triangle
[1, 0, 0]
1
0
0
1,418
0
1
75
1
1
1
2
1
Small White Triangle
[0, 0, 0]
0
0
0
1,010
0
1
76
0
1
0
2
1
Big Black Square
[1, 1, 1]
1
1
1
1,948
0
1
77
1
0
0
2
0
Small Black Square
[0, 1, 1]
0
1
1
1,383
0
1
78
0
1
0
2
1
Small White Triangle
[0, 0, 0]
0
0
0
1,413
0
1
79
0
0
1
2
0
Big White Square
[1, 0, 1]
1
0
1
1,006
0
1
80
1
0
0
2
0
Small Black Square
[0, 1, 1]
0
1
1
1,037
0
1
81
0
0
1
2
0
Big White Triangle
[1, 0, 0]
1
0
0
1,449
0
1
82
0
0
1
2
0
Big White Triangle
[1, 0, 0]
1
0
0
998
0
1
83
1
1
1
2
1
Small White Triangle
[0, 0, 0]
0
0
0
1,065
0
1
84
1
0
0
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
924
0
1
85
0
1
0
2
1
Big Black Square
[1, 1, 1]
1
1
1
1,291
0
1
86
0
0
1
2
0
Small Black Triangle
[0, 1, 0]
0
1
0
2,996
0
1
87
0
0
1
2
0
Big White Square
[1, 0, 1]
1
0
1
961
0
1
88
0
1
0
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
1,086
0
1
89
0
0
1
2
0
Big White Square
[1, 0, 1]
1
0
1
1,276
0
1
90
1
1
1
2
1
Small White Square
[0, 0, 1]
0
0
1
1,322
0
1
91
0
1
0
2
1
Big Black Square
[1, 1, 1]
1
1
1
1,769
0
1
92
0
0
1
2
0
Small Black Square
[0, 1, 1]
0
1
1
1,293
0
1
93
0
1
0
2
1
Big Black Triangle
[1, 1, 0]
1
1
0
1,017
0
1
94
0
1
0
2
1
Small White Triangle
[0, 0, 0]
0
0
0
1,076
0
1
95
1
1
1
2
1
Small White Square
[0, 0, 1]
0
0
1
828
0
2
0
0
0
1
3
0
Big Black Square
[1, 1, 1]
1
1
1
4,076
0
2
1
0
1
0
3
1
Big White Square
[1, 0, 1]
1
0
1
835
0
2
2
0
1
0
3
1
Small Black Triangle
[0, 1, 0]
0
1
0
1,248
0
2
3
0
0
1
3
0
Small Black Square
[0, 1, 1]
0
1
1
1,422
0
2
4
1
1
1
3
1
Small White Triangle
[0, 0, 0]
0
0
0
1,066
0
2
5
1
1
1
3
1
Big White Triangle
[1, 0, 0]
1
0
0
864
0
2
6
0
0
1
3
0
Small White Square
[0, 0, 1]
0
0
1
1,255
0
2
7
1
0
0
3
0
Big Black Triangle
[1, 1, 0]
1
1
0
778