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Usuń 'predict_rm.py'

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s152483 2020-04-27 14:32:53 +00:00
parent 0aa5419033
commit 2c36fcd97c
1 changed files with 0 additions and 24 deletions
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predict_rm.py
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#!/usr/bin/python3
import pandas as pd
import csv
import pickle
import numpy as np
def predict():
dev0 = pd.read_csv("dev-0/in.tsv", delimiter="\t", header=None, names=["document","date"], quoting=csv.QUOTE_NONE)["document"]
testA = pd.read_csv("test-A/in.tsv", delimiter="\t", header=None, names=["document","date"], quoting=csv.QUOTE_NONE)["document"]
clf = pickle.load(open("clf.model", "rb"))
vectorizer = pickle.load(open("vectorizer.model", "rb"))
dev0_vectorizer = vectorizer.transform(dev0)
testA_vectorizer = vectorizer.transform(testA)
y_dev = clf.predict_proba(dev0_vectorizer)[:, 1]
y_test = clf.predict_proba(testA_vectorizer)[:, 1]
np.savetxt('test-A/out.tsv', y_test, '%f')
np.savetxt('dev-0/out.tsv', y_dev, '%f')
predict()