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CodersArts / K-Means.py
Last active October 21, 2019 07:16
K-Means - Fit and predict, tain and test datasets
''' For more visit
https://www.codersarts.com
'''
import pandas as pd
from sklearn.cluster import KMeans
from sklearn.metrics import mean_squared_error
# read the train and test dataset
@CodersArts
CodersArts / kNN.PY
Last active October 21, 2019 07:20
kNN (k- Nearest Neighbors) - Fit and Predict, train and test data model
''' For more visit
https://www.codersarts.com
'''
import pandas as pd
from sklearn.neighbors import KNeighborsClassifier
from sklearn.metrics import accuracy_score
# read the train and test dataset
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CodersArts / NaiveBayes.py
Last active October 21, 2019 07:19
Naive Bayes - Fit and Predict, train and test data model
''' For more visit
https://www.codersarts.com
'''
import pandas as pd
from sklearn.naive_bayes import GaussianNB
from sklearn.metrics import accuracy_score
# read the train and test dataset
@CodersArts
CodersArts / SVM.py
Last active October 21, 2019 07:18
SVM (Support Vector Machine) - Fit and Predict train and test datasets
''' For more visit
https://www.codersarts.com
'''
import pandas as pd
from sklearn.svm import SVC
from sklearn.metrics import accuracy_score
from sklearn.metrics import mean_squared_error
@CodersArts
CodersArts / DecisionTree.py
Last active October 21, 2019 07:22
DecisionTree - Fit and predict train and datasets
''' For more visit
https://www.codersarts.com
'''
import pandas as pd
from sklearn.tree import DecisionTreeClassifier
from sklearn.metrics import accuracy_score
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CodersArts / LigisticRegression.py
Last active October 21, 2019 07:23
LogisticRegression - Fit and Predict training and testing datasets
''' For more visit
https://www.codersarts.com
'''
import pandas as pd
from sklearn.linear_model import LogisticRegression
from sklearn.metrics import accuracy_score
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CodersArts / LinearRegression.py
Created October 21, 2019 06:39
Linear Regression - Fit into model and predict train and test data
''' For more visit
https://www.codersarts.com
'''
import pandas as pd
from sklearn.linear_model import LinearRegression
from sklearn.metrics import mean_squared_error
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CodersArts / jsbooleanobject.html
Created October 18, 2019 12:17
Boolean can be objects
#Codersarts
<!DOCTYPE html>
<html>
<body>
<p>Never create booleans as objects.</p>
<p>Booleans and objects cannot be safely compared.</p>
#Codersarts
<!DOCTYPE html>
<html>
<body>
<p>Display the value of Boolean(20 > 19):</p>
<button onclick="myFunction()">Try it</button>
@CodersArts
CodersArts / jsrandom.html
Created October 18, 2019 12:07
It returns random integers
#Codersarts
<!DOCTYPE html>
<html>
<body>
<h2>JavaScript Math</h2>
<p>Math.floor(Math.random() * 20) returns a random integer between 0 and 19 (both