# coding: utf-8
import os
from PyQt5.QtWidgets import QHBoxLayout, QPushButton
from .content import Content
class Overfitting(Content):
def __init__(self, parent=None, button_func=None, params=None):
super().__init__(parent, 'Overfitting', params)
self.button_func = button_func
path = os.path.abspath(os.path.dirname(__file__)) + '/static/'
# Text for hyper-parameter tuning
path1 = path + 'hyperparameter'
text = self.get_text(path1)
if self.params.lang == 'en':
self.set_paragraph('Hyper-parameter tuning', text=text, img=path1)
else:
self.set_paragraph('ハイパーパラメータチューニング', text=text, img=path1)
# Text for overfitting
path2 = path + 'overfitting'
text = self.get_text(path2)
if self.params.lang == 'en':
self.set_paragraph('Overfitting', text=text, img=path2)
else:
self.set_paragraph('過学習', text=text, img=path2)
# Text for cross validation
path3 = path + 'cross_validation'
text = self.get_text(path3)
if self.params.lang == 'en':
self.set_paragraph('Cross validation', text=text, img=path3)
else:
self.set_paragraph('交差検証', text=text, img=path3)
self.vbox.addStretch(1)
self.btn = QPushButton('Next', self.inner)
self.btn.setStyleSheet('QPushButton{font: bold; font-size: 15pt; background-color: white;};')
if self.params.lang == 'en':
self.btn.clicked.connect(lambda: self.button_func('Analysis'))
else:
self.btn.clicked.connect(lambda: self.button_func('分析の実行'))
self.vbox.addWidget(self.btn)
