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Add grid file param to cross validation experiment

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This commit is contained in:
Ricardo Montañana Gómez
2022-03-09 16:47:52 +01:00
parent 14f0886662
commit f031d67668
5 changed files with 110 additions and 88 deletions
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105
results/grid_input_accuracy_ODTE.json
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@@ -1,26 +1,81 @@
[
{
"base_estimator__C": [1.0],
"base_estimator__kernel": ["linear"],
"base_estimator__multiclass_strategy": ["ovo"]
},
{
"base_estimator__C": [
0.001, 0.0275, 0.05, 0.08, 0.2, 0.25, 0.95, 1.0, 1.75, 7, 10000.0
],
"base_estimator__kernel": ["liblinear"],
"base_estimator__multiclass_strategy": ["ovr"]
},
{
"base_estimator__C": [0.05, 1.0, 1.05, 2, 2.8, 2.83, 5, 7, 57, 10000.0],
"base_estimator__gamma": [0.001, 0.1, 0.14, 10.0, "auto", "scale"],
"base_estimator__kernel": ["rbf"],
"base_estimator__multiclass_strategy": ["ovr"]
},
{
"base_estimator__C": [0.05, 0.2, 1.0, 8.25],
"base_estimator__gamma": [0.1],
"base_estimator__kernel": ["poly"],
"base_estimator__multiclass_strategy": ["ovo", "ovr"]
}
]
{
"base_estimator__C": [
1.0
],
"base_estimator__kernel": [
"linear"
],
"base_estimator__multiclass_strategy": [
"ovo"
]
},
{
"base_estimator__C": [
0.001,
0.0275,
0.05,
0.08,
0.2,
0.25,
0.95,
1.0,
1.75,
7,
10000.0
],
"base_estimator__kernel": [
"liblinear"
],
"base_estimator__multiclass_strategy": [
"ovr"
]
},
{
"base_estimator__C": [
0.05,
1.0,
1.05,
2,
2.8,
2.83,
5,
7,
57,
10000.0
],
"base_estimator__gamma": [
0.001,
0.1,
0.14,
10.0,
"auto",
"scale"
],
"base_estimator__kernel": [
"rbf"
],
"base_estimator__multiclass_strategy": [
"ovr"
]
},
{
"base_estimator__C": [
0.05,
0.2,
1.0,
8.25
],
"base_estimator__gamma": [
0.1,
"scale"
],
"base_estimator__kernel": [
"poly"
],
"base_estimator__multiclass_strategy": [
"ovo",
"ovr"
]
}
]