From 255c4cbfd0b3f1e203dacc0d831ed12a5004a456 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Ricardo=20Montan=CC=83ana?= <rmontanana@gmail.com>
Date: Sat, 12 Mar 2022 11:42:44 +0100
Subject: [PATCH] Add grid v.2

---
 results/grid_input_accuracy_ODTE.json | 135 ++++++--------------------
 1 file changed, 31 insertions(+), 104 deletions(-)

diff --git a/results/grid_input_accuracy_ODTE.json b/results/grid_input_accuracy_ODTE.json
index 332abc1..389dbe9 100644
--- a/results/grid_input_accuracy_ODTE.json
+++ b/results/grid_input_accuracy_ODTE.json
@@ -1,105 +1,32 @@
 [
-    {
-        "n_jobs": [
-            -1
-        ],
-        "n_estimators": [
-            100
-        ],
-        "base_estimator__C": [
-            1.0
-        ],
-        "base_estimator__kernel": [
-            "linear"
-        ],
-        "base_estimator__multiclass_strategy": [
-            "ovo"
-        ]
-    },
-    {
-        "n_jobs": [
-            -1
-        ],
-        "n_estimators": [
-            100
-        ],
-        "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"
-        ]
-    },
-    {
-        "n_jobs": [
-            -1
-        ],
-        "n_estimators": [
-            100
-        ],
-        "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"
-        ]
-    },
-    {
-        "n_jobs": [
-            -1
-        ],
-        "n_estimators": [
-            100
-        ],
-        "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"
-        ]
-    }
-]
\ No newline at end of file
+  {
+    "n_jobs": [-1],
+    "n_estimators": [100],
+    "base_estimator__C": [1.0],
+    "base_estimator__kernel": ["linear"],
+    "base_estimator__multiclass_strategy": ["ovo"]
+  },
+  {
+    "n_jobs": [-1],
+    "n_estimators": [100],
+    "base_estimator__C": [0.05, 0.1, 1.0, 2.8, 7, 100],
+    "base_estimator__kernel": ["liblinear"],
+    "base_estimator__multiclass_strategy": ["ovr"]
+  },
+  {
+    "n_jobs": [-1],
+    "n_estimators": [100],
+    "base_estimator__C": [0.05, 0.1, 1.0, 2.8, 7, 100],
+    "base_estimator__gamma": [0.001, 0.1, 1, 10.0, "auto", "scale"],
+    "base_estimator__kernel": ["rbf"],
+    "base_estimator__multiclass_strategy": ["ovr"]
+  },
+  {
+    "n_jobs": [-1],
+    "n_estimators": [100],
+    "base_estimator__C": [0.05, 0.1, 1.0, 2.8, 7, 100],
+    "base_estimator__gamma": [0.1, "scale"],
+    "base_estimator__kernel": ["poly"],
+    "base_estimator__multiclass_strategy": ["ovo", "ovr"]
+  }
+]