File size: 1,660 Bytes
2cc0126
 
8b4661c
 
 
 
2cc0126
 
8b4661c
 
 
 
2cc0126
 
8b4661c
 
 
 
2cc0126
 
8b4661c
 
 
 
2cc0126
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ddac712
18de689
 
 
2cc0126
 
18de689
ddac712
 
18de689
2cc0126
 
18de689
 
ddac712
18de689
2cc0126
 
ddac712
18de689
 
 
2cc0126
 
ddac712
 
 
18de689
2cc0126
 
18de689
2cc0126
 
18de689
2cc0126
 
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
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
{
  "mean_fit_time": [
    0.24317105611165366,
    0.4706825415293376,
    0.24235018094380698,
    0.4289223353068034
  ],
  "std_fit_time": [
    0.00036371691745650696,
    0.0008409819966159004,
    0.0003570414255987978,
    0.04037102126772
  ],
  "mean_score_time": [
    0.012771288553873697,
    0.012254635492960611,
    0.010931968688964844,
    0.008408705393473307
  ],
  "std_score_time": [
    0.0011489550771761532,
    9.454137619870102e-05,
    0.0001568936763733153,
    0.0001653546245233873
  ],
  "param_clf__learning_rate": [
    0.1,
    0.1,
    0.05,
    0.05
  ],
  "param_clf__n_estimators": [
    50,
    100,
    50,
    100
  ],
  "params": [
    {
      "clf__learning_rate": 0.1,
      "clf__n_estimators": 50
    },
    {
      "clf__learning_rate": 0.1,
      "clf__n_estimators": 100
    },
    {
      "clf__learning_rate": 0.05,
      "clf__n_estimators": 50
    },
    {
      "clf__learning_rate": 0.05,
      "clf__n_estimators": 100
    }
  ],
  "split0_test_score": [
    0.48813559322033906,
    0.5466237942122186,
    0.3895131086142322,
    0.5
  ],
  "split1_test_score": [
    0.4726027397260274,
    0.5354838709677419,
    0.3320463320463321,
    0.4513888888888889
  ],
  "split2_test_score": [
    0.49169435215946844,
    0.5493827160493827,
    0.3690036900369004,
    0.46464646464646464
  ],
  "mean_test_score": [
    0.48414422836861165,
    0.5438301270764477,
    0.3635210435658216,
    0.47201178451178444
  ],
  "std_test_score": [
    0.008289377192603553,
    0.006008211364456581,
    0.023778872436420857,
    0.020517406973966503
  ],
  "rank_test_score": [
    2,
    1,
    4,
    3
  ]
}