{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: liac-arff>=2.4.0 in /home/hirzel/python3.6venv/lib/python3.6/site-packages (2.4.0)\r\n" ] } ], "source": [ "!pip install 'liac-arff>=2.4.0'" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | class | \n", "checking_status | \n", "duration | \n", "credit_history | \n", "purpose | \n", "credit_amount | \n", "savings_status | \n", "employment | \n", "installment_commitment | \n", "personal_status | \n", "... | \n", "residence_since | \n", "property_magnitude | \n", "age | \n", "other_payment_plans | \n", "housing | \n", "existing_credits | \n", "job | \n", "num_dependents | \n", "own_telephone | \n", "foreign_worker | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
835 | \n", "bad | \n", "<0 | \n", "12.0 | \n", "no credits/all paid | \n", "new car | \n", "1082.0 | \n", "<100 | \n", "1<=X<4 | \n", "4.0 | \n", "male single | \n", "... | \n", "4.0 | \n", "car | \n", "48.0 | \n", "bank | \n", "own | \n", "2.0 | \n", "skilled | \n", "1.0 | \n", "none | \n", "yes | \n", "
192 | \n", "bad | \n", "0<=X<200 | \n", "27.0 | \n", "existing paid | \n", "business | \n", "3915.0 | \n", "<100 | \n", "1<=X<4 | \n", "4.0 | \n", "male single | \n", "... | \n", "2.0 | \n", "car | \n", "36.0 | \n", "none | \n", "own | \n", "1.0 | \n", "skilled | \n", "2.0 | \n", "yes | \n", "yes | \n", "
629 | \n", "good | \n", "no checking | \n", "9.0 | \n", "existing paid | \n", "education | \n", "3832.0 | \n", "no known savings | \n", ">=7 | \n", "1.0 | \n", "male single | \n", "... | \n", "4.0 | \n", "real estate | \n", "64.0 | \n", "none | \n", "own | \n", "1.0 | \n", "unskilled resident | \n", "1.0 | \n", "none | \n", "yes | \n", "
559 | \n", "bad | \n", "0<=X<200 | \n", "18.0 | \n", "critical/other existing credit | \n", "furniture/equipment | \n", "1928.0 | \n", "<100 | \n", "<1 | \n", "2.0 | \n", "male single | \n", "... | \n", "2.0 | \n", "real estate | \n", "31.0 | \n", "none | \n", "own | \n", "2.0 | \n", "unskilled resident | \n", "1.0 | \n", "none | \n", "yes | \n", "
684 | \n", "good | \n", "0<=X<200 | \n", "36.0 | \n", "delayed previously | \n", "business | \n", "9857.0 | \n", "100<=X<500 | \n", "4<=X<7 | \n", "1.0 | \n", "male single | \n", "... | \n", "3.0 | \n", "life insurance | \n", "31.0 | \n", "none | \n", "own | \n", "2.0 | \n", "unskilled resident | \n", "2.0 | \n", "yes | \n", "yes | \n", "
5 rows × 21 columns
\n", "