From a955fda648d871693d70f3e4c5d2175ab0cc7fd8 Mon Sep 17 00:00:00 2001
From: "leo.bouscarrat" <leo.bouscarrat@frontend.lif.univ-mrs.fr>
Date: Fri, 6 Mar 2020 17:11:39 +0100
Subject: [PATCH] Adding kin8nm optimal hyperparameters
---
experiments/kin8nm/stage1/params.json | 28 +++++++++++++++++++++++++++
1 file changed, 28 insertions(+)
create mode 100644 experiments/kin8nm/stage1/params.json
diff --git a/experiments/kin8nm/stage1/params.json b/experiments/kin8nm/stage1/params.json
new file mode 100644
index 0000000..aff3e00
--- /dev/null
+++ b/experiments/kin8nm/stage1/params.json
@@ -0,0 +1,28 @@
+{
+ "scorer": "neg_mean_squared_error",
+ "best_score_train": -0.022941874369141916,
+ "best_score_test": -0.020444215502079355,
+ "best_parameters": {
+ "min_samples_leaf": 1,
+ "n_estimators": 1000,
+ "max_depth": 20,
+ "max_features": "auto"
+ },
+ "random_seed": [
+ 486,
+ 138,
+ 137,
+ 54,
+ 1132,
+ 1528,
+ 1857,
+ 1528,
+ 13,
+ 1826,
+ 647,
+ 1704,
+ 469,
+ 101,
+ 804
+ ]
+}
\ No newline at end of file
--
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