From 1fe92b095cdf1b5a3f569c6386e116516fd0ffbe Mon Sep 17 00:00:00 2001
From: Yeyi12 <sarah.y.gado@gmail.com>
Date: Tue, 11 Mar 2025 23:25:15 +0000
Subject: [PATCH] Test
---
models.ipynb | 28 ++++++++++++++--------------
1 file changed, 14 insertions(+), 14 deletions(-)
diff --git a/models.ipynb b/models.ipynb
index 55253b1..05adeee 100644
--- a/models.ipynb
+++ b/models.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": 58,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -24,7 +24,7 @@
},
{
"cell_type": "code",
- "execution_count": 59,
+ "execution_count": 2,
"metadata": {},
"outputs": [
{
@@ -155,7 +155,7 @@
"9 ['BehavioralProblems', 'DifficultyCompletingTa... "
]
},
- "execution_count": 59,
+ "execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
@@ -167,7 +167,7 @@
},
{
"cell_type": "code",
- "execution_count": 60,
+ "execution_count": 3,
"metadata": {},
"outputs": [
{
@@ -181,7 +181,7 @@
" 'MMSE']"
]
},
- "execution_count": 60,
+ "execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
@@ -195,7 +195,7 @@
},
{
"cell_type": "code",
- "execution_count": 61,
+ "execution_count": 4,
"metadata": {},
"outputs": [
{
@@ -581,7 +581,7 @@
"[2149 rows x 35 columns]"
]
},
- "execution_count": 61,
+ "execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
@@ -593,7 +593,7 @@
},
{
"cell_type": "code",
- "execution_count": 62,
+ "execution_count": 5,
"metadata": {},
"outputs": [
{
@@ -772,7 +772,7 @@
"[2149 rows x 7 columns]"
]
},
- "execution_count": 62,
+ "execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
@@ -785,7 +785,7 @@
},
{
"cell_type": "code",
- "execution_count": 63,
+ "execution_count": 6,
"metadata": {},
"outputs": [
{
@@ -840,7 +840,7 @@
},
{
"cell_type": "code",
- "execution_count": 64,
+ "execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
@@ -867,7 +867,7 @@
},
{
"cell_type": "code",
- "execution_count": 65,
+ "execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
@@ -912,10 +912,10 @@
"output_type": "stream",
"text": [
"Running RandomizedSearchCV for DecisionTree...\n",
- "Best parameters for DecisionTree: {'criterion': 'entropy', 'max_depth': 10, 'min_samples_leaf': 4, 'min_samples_split': 7}\n",
+ "Best parameters for DecisionTree: {'criterion': 'entropy', 'max_depth': 10, 'min_samples_leaf': 4, 'min_samples_split': 2}\n",
"\n",
"Running RandomizedSearchCV for RandomForest...\n",
- "Best parameters for RandomForest: {'criterion': 'entropy', 'max_depth': 10, 'min_samples_leaf': 4, 'min_samples_split': 7, 'n_estimators': 195}\n",
+ "Best parameters for RandomForest: {'criterion': 'gini', 'max_depth': 30, 'min_samples_leaf': 4, 'min_samples_split': 9, 'n_estimators': 112}\n",
"\n",
"Running RandomizedSearchCV for svc...\n"
]
--
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