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Best ODTE hyperparams with max_features sqrt and splitter trandom

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This commit is contained in:
Ricardo Montañana Gómez
2022-03-05 10:37:21 +01:00
parent e2d51f697d
commit 00c14103b6
2 changed files with 98 additions and 98 deletions
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98
results/best_ath_results_accuracy_ODTE.json
View File

@@ -4,7 +4,7 @@
{
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"be_hyperparams": "{\"max_features\": \"sqrt\", \"splitter\": \"trandom\",\"C\": 10000.0, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
"be_hyperparams": "{\"C\": 10000.0, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
},
"-program made-"
],
@@ -13,7 +13,7 @@
{
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"be_hyperparams": "{\"max_features\": \"sqrt\", \"splitter\": \"trandom\",\"C\": 7, \"gamma\": 0.14, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
"be_hyperparams": "{\"C\": 7, \"gamma\": 0.14, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
},
"-program made-"
],
@@ -22,7 +22,7 @@
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"be_hyperparams": "{\"C\": 0.2, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
},
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],
@@ -31,7 +31,7 @@
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"be_hyperparams": "{\"C\": 0.2, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
},
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],
@@ -40,7 +40,7 @@
{
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"be_hyperparams": "{\"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
},
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],
@@ -49,7 +49,7 @@
{
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@@ -58,7 +58,7 @@
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],
@@ -67,7 +67,7 @@
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],
@@ -76,7 +76,7 @@
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@@ -85,7 +85,7 @@
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],
@@ -94,7 +94,7 @@
{
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"be_hyperparams": "{\"C\": 1.05, \"gamma\": \"auto\",\"kernel\": \"rbf\"}"
},
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],
@@ -103,7 +103,7 @@
{
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"be_hyperparams": "{\"max_features\": \"sqrt\", \"splitter\": \"trandom\"}"
"be_hyperparams": "{\"splitter\": \"random\", \"max_features\": \"auto\"}"
},
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],
@@ -112,7 +112,7 @@
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"be_hyperparams": "{\"C\": 0.05, \"max_features\": \"auto\", \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
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@@ -121,7 +121,7 @@
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"be_hyperparams": "{\"kernel\": \"rbf\", \"C\": 0.05}"
},
"-program made-"
],
@@ -130,7 +130,7 @@
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"be_hyperparams": "{\"C\": 0.05, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
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@@ -139,7 +139,7 @@
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"be_hyperparams": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
},
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@@ -148,7 +148,7 @@
{
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@@ -157,7 +157,7 @@
{
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"be_hyperparams": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
},
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],
@@ -166,7 +166,7 @@
{
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@@ -175,7 +175,7 @@
{
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@@ -184,7 +184,7 @@
{
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"be_hyperparams": "{\"max_features\": \"sqrt\", \"splitter\": \"trandom\",\"C\": 0.08, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
"be_hyperparams": "{\"C\": 0.08, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
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@@ -193,7 +193,7 @@
{
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@@ -202,7 +202,7 @@
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@@ -211,7 +211,7 @@
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@@ -220,7 +220,7 @@
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@@ -229,7 +229,7 @@
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"be_hyperparams": "{\"C\": 0.05, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
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@@ -238,7 +238,7 @@
{
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"be_hyperparams": "{\"max_features\": \"sqrt\", \"splitter\": \"trandom\",\"C\": 8.25, \"gamma\": 0.1, \"kernel\": \"poly\", \"multiclass_strategy\": \"ovr\"}"
"be_hyperparams": "{\"C\": 8.25, \"gamma\": 0.1, \"kernel\": \"poly\", \"multiclass_strategy\": \"ovr\"}"
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@@ -247,7 +247,7 @@
{
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@@ -256,7 +256,7 @@
{
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@@ -265,7 +265,7 @@
{
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"be_hyperparams": "{\"max_features\": \"sqrt\", \"splitter\": \"trandom\",\"C\": 0.11, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
"be_hyperparams": "{\"C\": 0.11, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
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@@ -274,7 +274,7 @@
{
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@@ -283,7 +283,7 @@
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@@ -292,7 +292,7 @@
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"be_hyperparams": "{\"C\": 7, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
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@@ -301,7 +301,7 @@
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@@ -310,7 +310,7 @@
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@@ -319,7 +319,7 @@
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@@ -328,7 +328,7 @@
{
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"be_hyperparams": "{\"max_features\": \"sqrt\", \"splitter\": \"trandom\",\"C\": 7, \"gamma\": 10.0, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
"be_hyperparams": "{\"C\": 7, \"gamma\": 10.0, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
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@@ -337,7 +337,7 @@
{
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"be_hyperparams": "{\"max_features\": \"sqrt\", \"splitter\": \"trandom\",\"C\": 55, \"degree\": 5, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
"be_hyperparams": "{\"C\": 55, \"degree\": 5, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
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@@ -346,7 +346,7 @@
{
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@@ -355,7 +355,7 @@
{
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@@ -364,7 +364,7 @@
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@@ -373,7 +373,7 @@
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@@ -382,7 +382,7 @@
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"be_hyperparams": "{\"C\": 7, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
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@@ -391,7 +391,7 @@
{
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@@ -400,7 +400,7 @@
{
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@@ -409,7 +409,7 @@
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"be_hyperparams": "{\"C\": 0.2, \"gamma\": 0.1, \"kernel\": \"poly\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
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@@ -418,7 +418,7 @@
{
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@@ -427,7 +427,7 @@
{
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@@ -436,7 +436,7 @@
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"be_hyperparams": "{\"C\": 0.1, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
},
"-program made-"
]

98
results/best_results_accuracy_ODTE.json
View File

@@ -4,7 +4,7 @@
{
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"be_hyperparams": "{\"C\": 10000.0, \"gamma\": 0.1, \"kernel\": \"rbf\", \"max_iter\": 10000.0, \"multiclass_strategy\": \"ovr\"}"
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@@ -13,7 +13,7 @@
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},
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@@ -22,7 +22,7 @@
{
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"be_hyperparams": "{\"max_features\": \"sqrt\", \"splitter\": \"trandom\",\"C\": 0.2, \"max_iter\": 10000.0, \"kernel\": \"liblinear\", \"multiclass_strategy\": \"ovr\"}"
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@@ -31,7 +31,7 @@
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@@ -40,7 +40,7 @@
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@@ -49,7 +49,7 @@
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},
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@@ -58,7 +58,7 @@
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@@ -67,7 +67,7 @@
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@@ -76,7 +76,7 @@
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@@ -85,7 +85,7 @@
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@@ -94,7 +94,7 @@
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]