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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"
]
}
]

61
results/grid_output_accuracy_ODTE.json
View File

@@ -1,60 +1 @@
{
"balance-scale": [0.0, {}, ""],
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0.9,
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"base_estimator__multiclass_strategy": "ovr"
},
"v. 0.3.2, Computed on iMac27 on 2022-03-09 at 13:39:26 took 7.610 s"
],
"breast-cancer-wisc-diag": [0.0, {}, ""],
"breast-cancer-wisc-prog": [0.0, {}, ""],
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"oocytes_trisopterus_states_5b": [0.0, {}, ""],
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"pittsburg-bridges-T-OR-D": [0.0, {}, ""],
"planning": [0.0, {}, ""],
"post-operative": [0.0, {}, ""],
"seeds": [0.0, {}, ""],
"statlog-australian-credit": [0.0, {}, ""],
"statlog-german-credit": [0.0, {}, ""],
"statlog-heart": [0.0, {}, ""],
"statlog-image": [0.0, {}, ""],
"statlog-vehicle": [0.0, {}, ""],
"synthetic-control": [0.0, {}, ""],
"tic-tac-toe": [0.0, {}, ""],
"vertebral-column-2clases": [0.0, {}, ""],
"wine": [0.0, {}, ""],
"zoo": [0.0, {}, ""]
}
{"balance-scale": [0.0, {}, ""], "balloons": [0.9, {"base_estimator__C": 5, "base_estimator__gamma": 0.14, "base_estimator__kernel": "rbf", "base_estimator__multiclass_strategy": "ovr"}, "v. 0.3.2, Computed on iMac27 on 2022-03-09 at 14:02:32 took 8.661 s"], "breast-cancer-wisc-diag": [0.0, {}, ""], "breast-cancer-wisc-prog": [0.0, {}, ""], "breast-cancer-wisc": [0.0, {}, ""], "breast-cancer": [0.0, {}, ""], "cardiotocography-10clases": [0.0, {}, ""], "cardiotocography-3clases": [0.0, {}, ""], "conn-bench-sonar-mines-rocks": [0.0, {}, ""], "cylinder-bands": [0.0, {}, ""], "dermatology": [0.0, {}, ""], "echocardiogram": [0.0, {}, ""], "fertility": [0.0, {}, ""], "haberman-survival": [0.0, {}, ""], "heart-hungarian": [0.0, {}, ""], "hepatitis": [0.0, {}, ""], "ilpd-indian-liver": [0.0, {}, ""], "ionosphere": [0.0, {}, ""], "iris": [0.0, {}, ""], "led-display": [0.0, {}, ""], "libras": [0.0, {}, ""], "low-res-spect": [0.0, {}, ""], "lymphography": [0.0, {}, ""], "mammographic": [0.0, {}, ""], "molec-biol-promoter": [0.0, {}, ""], "musk-1": [0.0, {}, ""], "oocytes_merluccius_nucleus_4d": [0.0, {}, ""], "oocytes_merluccius_states_2f": [0.0, {}, ""], "oocytes_trisopterus_nucleus_2f": [0.0, {}, ""], "oocytes_trisopterus_states_5b": [0.0, {}, ""], "parkinsons": [0.0, {}, ""], "pima": [0.0, {}, ""], "pittsburg-bridges-MATERIAL": [0.0, {}, ""], "pittsburg-bridges-REL-L": [0.0, {}, ""], "pittsburg-bridges-SPAN": [0.0, {}, ""], "pittsburg-bridges-T-OR-D": [0.0, {}, ""], "planning": [0.0, {}, ""], "post-operative": [0.0, {}, ""], "seeds": [0.0, {}, ""], "statlog-australian-credit": [0.0, {}, ""], "statlog-german-credit": [0.0, {}, ""], "statlog-heart": [0.0, {}, ""], "statlog-image": [0.0, {}, ""], "statlog-vehicle": [0.0, {}, ""], "synthetic-control": [0.0, {}, ""], "tic-tac-toe": [0.0, {}, ""], "vertebral-column-2clases": [0.0, {}, ""], "wine": [0.0, {}, ""], "zoo": [0.0, {}, ""]}