Installing:

For Windows:

pip install PiByPhi

For Linux:

pip3 install PiByPhi

import pandas as pd

from PiByPhi import PiByPhiClassifier as pbpc

from sklearn.model_selection import train_test_split

import warnings

warnings.filterwarnings("ignore")

data=pd.read_csv('iris.csv')

X_train,X_test,y_train,y_test=train_test_split(data[["sepal.length","sepal.width","petal.length","petal.width"]],data["variety"],test_size=0.5,random_state=42)

model=pbpc()

model.fit(X_train,y_train)

model.evaluation(X_test,y_test,all_models=True)