DavidMakarov/AIM-PIbd-31-Makarov-DV
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import fix

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shirotame 2024-11-08 19:33:42 +04:00
parent aba49c7a75
commit deb02bf3fb
1 changed files with 3 additions and 5 deletions
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lab_3/lab3.ipynb
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@ -31,14 +31,14 @@
"import numpy as np\n", "import numpy as np\n",
"import seaborn as sns\n", "import seaborn as sns\n",
"import featuretools as ft\n", "import featuretools as ft\n",
"import time\n",
"import math\n",
"from imblearn.over_sampling import RandomOverSampler\n", "from imblearn.over_sampling import RandomOverSampler\n",
"from sklearn.model_selection import train_test_split\n", "from sklearn.model_selection import train_test_split\n",
"import time\n",
"from sklearn.metrics import accuracy_score, precision_score, recall_score, f1_score, roc_auc_score\n", "from sklearn.metrics import accuracy_score, precision_score, recall_score, f1_score, roc_auc_score\n",
"from sklearn.ensemble import RandomForestClassifier\n", "from sklearn.ensemble import RandomForestClassifier\n",
"from sklearn.model_selection import cross_val_score\n", "from sklearn.model_selection import cross_val_score\n",
"\n", "from sklearn.metrics import r2_score, mean_absolute_error, mean_squared_error\n",
"\n",
"\n", "\n",
"df = pd.read_csv(\"..\\\\static\\\\csv\\\\students_adaptability_level_online_education.csv\")\n", "df = pd.read_csv(\"..\\\\static\\\\csv\\\\students_adaptability_level_online_education.csv\")\n",
"print(df.columns)" "print(df.columns)"
@ -1505,8 +1505,6 @@
} }
], ],
"source": [ "source": [
"from sklearn.metrics import r2_score, mean_absolute_error, mean_squared_error\n",
"import math\n",
"y_pred = model.predict(test_encoded)\n", "y_pred = model.predict(test_encoded)\n",
"\n", "\n",
"# Анализ важности признаков\n", "# Анализ важности признаков\n",