erdmkbc / Gender-Voice-Prediction-FINAL-PROJECT-MEH519-

MEH519-SCHOOL-FINAL-PROJECT

This course that is Kocaeli Unversity's course is the 7th semester Introduction To Machine Learning course

Presentation Final

Presentation.pptx

Requirements

import pandas as pd 
import numpy as np 
from scipy import stats
import matplotlib.pyplot as plt 
import seaborn as sns 
from sklearn.model_selection import train_test_split 
from collections import Counter
from sklearn.preprocessing import StandardScaler 
from sklearn.preprocessing import RobustScaler   
from sklearn.model_selection import RandomizedSearchCV 
from sklearn.model_selection import GridSearchCV 
from sklearn.preprocessing import LabelEncoder  

from sklearn.neighbors import KNeighborsClassifier 
from sklearn.tree import DecisionTreeClassifier 
from sklearn.naive_bayes import GaussianNB
from sklearn.ensemble import RandomForestClassifier
from sklearn.svm import SVC

from sklearn.model_selection import learning_curve
from sklearn.metrics import classification_report