From a024942d0b8381404f83f61909eca6b42fa81e5f Mon Sep 17 00:00:00 2001
From: Dirk Colbry <colbrydi@msu.edu>
Date: Sat, 4 Feb 2023 13:29:43 -0500
Subject: [PATCH] merging changes
---
GAMA_AutoML_Tutorial.ipynb | 49 +++++++++++++-------------------------
1 file changed, 16 insertions(+), 33 deletions(-)
diff --git a/GAMA_AutoML_Tutorial.ipynb b/GAMA_AutoML_Tutorial.ipynb
index 1cbb730..800dd5a 100644
--- a/GAMA_AutoML_Tutorial.ipynb
+++ b/GAMA_AutoML_Tutorial.ipynb
@@ -27,7 +27,6 @@
]
},
{
- "attachments": {},
"cell_type": "markdown",
"id": "481fae1c",
"metadata": {},
@@ -58,7 +57,7 @@
},
{
"cell_type": "code",
- "execution_count": 4,
+ "execution_count": null,
"id": "bded45a9",
"metadata": {},
"outputs": [],
@@ -104,7 +103,7 @@
},
{
"cell_type": "code",
- "execution_count": 1,
+ "execution_count": null,
"id": "00a14ad0",
"metadata": {},
"outputs": [],
@@ -178,20 +177,10 @@
},
{
"cell_type": "code",
- "execution_count": 3,
+ "execution_count": null,
"id": "a43e62f3",
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Starting `fit` which will take roughly 3 minutes...\n",
- "accuracy: 0.951048951048951\n",
- "log loss: 0.13989498044372267\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"from sklearn.datasets import load_breast_cancer\n",
"from sklearn.model_selection import train_test_split\n",
@@ -214,6 +203,14 @@
"print(\"log loss:\", log_loss(y_test, probability_predictions))"
]
},
+ {
+ "cell_type": "markdown",
+ "id": "1bfbb41b",
+ "metadata": {},
+ "source": [
+ "Some issues with the classifier receiving \"ValueError: population must be at least of size 3 for a pair to be selected\""
+ ]
+ },
{
"cell_type": "markdown",
"id": "de9afff2",
@@ -226,19 +223,10 @@
},
{
"cell_type": "code",
- "execution_count": 2,
+ "execution_count": null,
"id": "35f68b4c",
"metadata": {},
- "outputs": [
- {
- "name": "stdout",
- "output_type": "stream",
- "text": [
- "Starting `fit` which will take roughly 3 minutes...\n",
- "MSE: 17.566521076771657\n"
- ]
- }
- ],
+ "outputs": [],
"source": [
"from sklearn.datasets import load_boston\n",
"from sklearn.model_selection import train_test_split\n",
@@ -285,7 +273,7 @@
],
"metadata": {
"kernelspec": {
- "display_name": "Python 3",
+ "display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
@@ -299,12 +287,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.10.0"
- },
- "vscode": {
- "interpreter": {
- "hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49"
- }
+ "version": "3.9.15"
}
},
"nbformat": 4,
--
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