mirror of
https://github.com/Doctorado-ML/benchmark.git
synced 2025-08-15 23:45:54 +00:00
Add best hyperparams for SVC model
This commit is contained in:
351
src/best_results_SVC-x.json
Normal file
351
src/best_results_SVC-x.json
Normal file
@@ -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"
|
||||
},
|
||||
""
|
||||
]
|
||||
}
|
Reference in New Issue
Block a user