svnfs commited on
Commit
0fc3058
1 Parent(s): 12e9c11

push sklearn model

Browse files
Files changed (3) hide show
  1. README.md +116 -0
  2. config.json +39 -0
  3. rfc.pkl +3 -0
README.md ADDED
@@ -0,0 +1,116 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: sklearn
3
+ tags:
4
+ - sklearn
5
+ - skops
6
+ - tabular-classification
7
+ widget:
8
+ structuredData:
9
+ x0:
10
+ - 5.8
11
+ - 6.0
12
+ - 5.5
13
+ x1:
14
+ - 2.8
15
+ - 2.2
16
+ - 4.2
17
+ x2:
18
+ - 5.1
19
+ - 4.0
20
+ - 1.4
21
+ x3:
22
+ - 2.4
23
+ - 1.0
24
+ - 0.2
25
+ ---
26
+
27
+ # Model description
28
+
29
+ [More Information Needed]
30
+
31
+ ## Intended uses & limitations
32
+
33
+ [More Information Needed]
34
+
35
+ ## Training Procedure
36
+
37
+ ### Hyperparameters
38
+
39
+ The model is trained with below hyperparameters.
40
+
41
+ <details>
42
+ <summary> Click to expand </summary>
43
+
44
+ | Hyperparameter | Value |
45
+ |--------------------------|---------|
46
+ | bootstrap | True |
47
+ | ccp_alpha | 0.0 |
48
+ | class_weight | |
49
+ | criterion | gini |
50
+ | max_depth | |
51
+ | max_features | sqrt |
52
+ | max_leaf_nodes | |
53
+ | max_samples | |
54
+ | min_impurity_decrease | 0.0 |
55
+ | min_samples_leaf | 1 |
56
+ | min_samples_split | 2 |
57
+ | min_weight_fraction_leaf | 0.0 |
58
+ | n_estimators | 100 |
59
+ | n_jobs | |
60
+ | oob_score | False |
61
+ | random_state | |
62
+ | verbose | 0 |
63
+ | warm_start | False |
64
+
65
+ </details>
66
+
67
+ ### Model Plot
68
+
69
+ The model plot is below.
70
+
71
+ <style>#sk-container-id-1 {color: black;background-color: white;}#sk-container-id-1 pre{padding: 0;}#sk-container-id-1 div.sk-toggleable {background-color: white;}#sk-container-id-1 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-1 label.sk-toggleable__label-arrow:before {content: "▸";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-1 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-1 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-1 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-1 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-1 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-1 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: "▾";}#sk-container-id-1 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-1 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-1 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-1 div.sk-parallel-item::after {content: "";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-1 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-1 div.sk-serial::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-1 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-1 div.sk-item {position: relative;z-index: 1;}#sk-container-id-1 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-1 div.sk-item::before, #sk-container-id-1 div.sk-parallel-item::before {content: "";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-1 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-1 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-1 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-1 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-1 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-1 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-1 div.sk-label-container {text-align: center;}#sk-container-id-1 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-1 div.sk-text-repr-fallback {display: none;}</style><div id="sk-container-id-1" class="sk-top-container"><div class="sk-text-repr-fallback"><pre>RandomForestClassifier()</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class="sk-container" hidden><div class="sk-item"><div class="sk-estimator sk-toggleable"><input class="sk-toggleable__control sk-hidden--visually" id="sk-estimator-id-1" type="checkbox" checked><label for="sk-estimator-id-1" class="sk-toggleable__label sk-toggleable__label-arrow">RandomForestClassifier</label><div class="sk-toggleable__content"><pre>RandomForestClassifier()</pre></div></div></div></div></div>
72
+
73
+ ## Evaluation Results
74
+
75
+ You can find the details about evaluation process and the evaluation results.
76
+
77
+
78
+
79
+ | Metric | Value |
80
+ |----------|---------|
81
+
82
+ # How to Get Started with the Model
83
+
84
+ Use the code below to get started with the model.
85
+
86
+ <details>
87
+ <summary> Click to expand </summary>
88
+
89
+ ```python
90
+ [More Information Needed]
91
+ ```
92
+
93
+ </details>
94
+
95
+
96
+
97
+
98
+ # Model Card Authors
99
+
100
+ This model card is written by following authors:
101
+
102
+ [More Information Needed]
103
+
104
+ # Model Card Contact
105
+
106
+ You can contact the model card authors through following channels:
107
+ [More Information Needed]
108
+
109
+ # Citation
110
+
111
+ Below you can find information related to citation.
112
+
113
+ **BibTeX:**
114
+ ```
115
+ [More Information Needed]
116
+ ```
config.json ADDED
@@ -0,0 +1,39 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "sklearn": {
3
+ "columns": [
4
+ "x0",
5
+ "x1",
6
+ "x2",
7
+ "x3"
8
+ ],
9
+ "environment": [
10
+ "scikit-learn=1.1.3"
11
+ ],
12
+ "example_input": {
13
+ "x0": [
14
+ 5.8,
15
+ 6.0,
16
+ 5.5
17
+ ],
18
+ "x1": [
19
+ 2.8,
20
+ 2.2,
21
+ 4.2
22
+ ],
23
+ "x2": [
24
+ 5.1,
25
+ 4.0,
26
+ 1.4
27
+ ],
28
+ "x3": [
29
+ 2.4,
30
+ 1.0,
31
+ 0.2
32
+ ]
33
+ },
34
+ "model": {
35
+ "file": "rfc.pkl"
36
+ },
37
+ "task": "tabular-classification"
38
+ }
39
+ }
rfc.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:403360318623af669c2e013fc58247d453bd17fc25ae10e03582b9cb65862d11
3
+ size 149397