Skip to main content

python ValueError 'input contains NaN'

This is the code cell from my program where I am facing an error. Dataset used for the program is twitter.csv.

x = np.array(df["tweet"])
y = np.array(df["labels"])

cv = CountVectorizer()
x = cv.fit_transform(x)
x_train, x_test, y_train, y_test = train_test_split(x,y, test_size= 0.25, random_state= 42)
clf = DecisionTreeClassifier()
clf.fit(x_train,y_train) 

Error occured is:

ValueError                                Traceback (most recent call last)
Cell In[52], line 8
      6 x_train, x_test, y_train, y_test = train_test_split(x,y, test_size= 0.25, random_state= 42)
      7 clf = DecisionTreeClassifier()
----> 8 clf.fit(x_train,y_train)

File ~\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\LocalCache\local-packages\Python310\site-packages\sklearn\tree\_classes.py:889, in DecisionTreeClassifier.fit(self, X, y, sample_weight, check_input)
    859 def fit(self, X, y, sample_weight=None, check_input=True):
    860     """Build a decision tree classifier from the training set (X, y).
    861 
    862     Parameters
   (...)
    886         Fitted estimator.
    887     """
--> 889     super().fit(
    890         X,
    891         y,
    892         sample_weight=sample_weight,
    893         check_input=check_input,
    894     )
    895     return self

File ~\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.10_qbz5n2kfra8p0\LocalCache\local-packages\Python310\site-packages\sklearn\tree\_classes.py:186, in BaseDecisionTree.fit(self, X, y, sample_weight, check_input)
    184 check_X_params = dict(dtype=DTYPE, accept_sparse="csc")
...
--> 111         raise ValueError("Input contains NaN")
    113 # We need only consider float arrays, hence can early return for all else.
    114 if X.dtype.kind not in "fc":

ValueError: Input contains NaN

As it is shown as input contains NaN. And I tried some of the methods shown online like fill(0), but it did not work.

What changes do I need to do to clear this error?



source https://stackoverflow.com/questions/76301529/python-valueerror-input-contains-nan

Comments

Popular posts from this blog

How to show number of registered users in Laravel based on usertype?

i'm trying to display data from the database in the admin dashboard i used this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count(); echo $users; ?> and i have successfully get the correct data from the database but what if i want to display a specific data for example in this user table there is "usertype" that specify if the user is normal user or admin i want to user the same code above but to display a specific usertype i tried this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count()->WHERE usertype =admin; echo $users; ?> but it didn't work, what am i doing wrong? source https://stackoverflow.com/questions/68199726/how-to-show-number-of-registered-users-in-laravel-based-on-usertype

Why is my reports service not connecting?

I am trying to pull some data from a Postgres database using Node.js and node-postures but I can't figure out why my service isn't connecting. my routes/index.js file: const express = require('express'); const router = express.Router(); const ordersCountController = require('../controllers/ordersCountController'); const ordersController = require('../controllers/ordersController'); const weeklyReportsController = require('../controllers/weeklyReportsController'); router.get('/orders_count', ordersCountController); router.get('/orders', ordersController); router.get('/weekly_reports', weeklyReportsController); module.exports = router; My controllers/weeklyReportsController.js file: const weeklyReportsService = require('../services/weeklyReportsService'); const weeklyReportsController = async (req, res) => { try { const data = await weeklyReportsService; res.json({data}) console...

Confusion between commands.Bot and discord.Client | Which one should I use?

Whenever you look at YouTube tutorials or code from this website there is a real variation. Some developers use client = discord.Client(intents=intents) while the others use bot = commands.Bot(command_prefix="something", intents=intents) . Now I know slightly about the difference but I get errors from different places from my code when I use either of them and its confusing. Especially since there has a few changes over the years in discord.py it is hard to find the real difference. I tried sticking to discord.Client then I found that there are more features in commands.Bot . Then I found errors when using commands.Bot . An example of this is: When I try to use commands.Bot client = commands.Bot(command_prefix=">",intents=intents) async def load(): for filename in os.listdir("./Cogs"): if filename.endswith(".py"): client.load_extension(f"Cogs.{filename[:-3]}") The above doesnt giveany response from my Cogs ...