Add best hyperparams for SVC model

This commit is contained in:
2021-09-28 12:55:29 +02:00
parent 8b188aba1f
commit 0b25a9f71f

351
src/best_results_SVC-x.json Normal file
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@@ -0,0 +1,351 @@
{
"balance-scale": [
0,
{
"C": 10000.0,
"gamma": 0.1,
"kernel": "rbf",
"max_iter": 10000.0
},
""
],
"balloons": [
0,
{
"C": 7,
"gamma": 0.1,
"kernel": "rbf",
"max_iter": 10000.0
},
""
],
"breast-cancer-wisc-diag": [
0,
{
"C": 0.2,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"breast-cancer-wisc-prog": [
0,
{
"C": 0.2,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"breast-cancer-wisc": [0, { "kernel": "rbf" }, ""],
"breast-cancer": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"cardiotocography-10clases": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"cardiotocography-3clases": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"conn-bench-sonar-mines-rocks": [0, { "kernel": "rbf" }, ""],
"cylinder-bands": [0, { "kernel": "rbf" }, ""],
"dermatology": [
0,
{
"C": 55,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"echocardiogram": [
0,
{
"C": 7,
"gamma": 0.1,
"kernel": "poly",
"max_iter": 10000.0
},
""
],
"fertility": [
0,
{
"C": 0.05,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"haberman-survival": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"heart-hungarian": [
0,
{
"C": 0.05,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"hepatitis": [
0,
{
"C": 7,
"gamma": 0.1,
"kernel": "rbf",
"max_iter": 10000.0
},
""
],
"ilpd-indian-liver": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"ionosphere": [
0,
{
"C": 7,
"gamma": 0.1,
"kernel": "rbf",
"max_iter": 10000.0
},
""
],
"iris": [0, { "kernel": "linear", "decision_function_shape": "ovr" }, ""],
"led-display": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"libras": [
0,
{
"C": 0.08,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"low-res-spect": [
0,
{
"C": 0.05,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"lymphography": [
0,
{
"C": 0.05,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"mammographic": [0, { "kernel": "rbf" }, ""],
"molec-biol-promoter": [0, { "kernel": "rbf" }, ""],
"musk-1": [
0,
{
"C": 0.05,
"gamma": 0.1,
"kernel": "poly",
"max_iter": 10000.0
},
""
],
"oocytes_merluccius_nucleus_4d": [
0,
{ "C": 8.25, "gamma": 0.1, "kernel": "poly" },
""
],
"oocytes_merluccius_states_2f": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"oocytes_trisopterus_nucleus_2f": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"oocytes_trisopterus_states_5b": [
0,
{
"C": 0.11,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"parkinsons": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"pima": [0, { "kernel": "linear", "decision_function_shape": "ovr" }, ""],
"pittsburg-bridges-MATERIAL": [
0,
{
"C": 7,
"gamma": 0.1,
"kernel": "rbf",
"max_iter": 10000.0
},
""
],
"pittsburg-bridges-REL-L": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"pittsburg-bridges-SPAN": [
0,
{
"C": 0.05,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"pittsburg-bridges-T-OR-D": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"planning": [
0,
{
"C": 7,
"gamma": 10.0,
"kernel": "rbf",
"max_iter": 10000.0
},
""
],
"post-operative": [
0,
{
"C": 55,
"degree": 5,
"gamma": 0.1,
"kernel": "poly",
"max_iter": 10000.0
},
""
],
"seeds": [
0,
{
"C": 10000.0,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"statlog-australian-credit": [
0,
{
"C": 0.05,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"statlog-german-credit": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"statlog-heart": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"statlog-image": [
0,
{
"C": 7,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"statlog-vehicle": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"synthetic-control": [
0,
{
"C": 0.55,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"tic-tac-toe": [
0,
{
"C": 0.2,
"gamma": 0.1,
"kernel": "poly",
"max_iter": 10000.0
},
""
],
"vertebral-column-2clases": [
0,
{ "kernel": "linear", "decision_function_shape": "ovr" },
""
],
"wine": [
0,
{
"C": 0.55,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
],
"zoo": [
0,
{
"C": 0.1,
"max_iter": 10000.0,
"kernel": "linear",
"decision_function_shape": "ovr"
},
""
]
}