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feat: добавлен "Прогноз" (#92)

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Closes #85
This commit is contained in:
Maxim Slipenko 2024-01-02 17:22:59 +03:00 committed by GitHub
parent 51fc413fca
commit 8ea3cffa7e
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GPG Key ID: 4AEE18F83AFDEB23
12 changed files with 236 additions and 315 deletions
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4
.idea/runConfigurations/statapp.xml
View File

@ -1,15 +1,15 @@
<component name="ProjectRunConfigurationManager">
<configuration default="false" name="statapp" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
<module name="stat" />
<option name="ENV_FILES" value="" />
<option name="INTERPRETER_OPTIONS" value="" />
<option name="PARENT_ENVS" value="true" />
<envs>
<env name="PYTHONUNBUFFERED" value="1" />
</envs>
<option name="SDK_HOME" value="" />
<option name="SDK_NAME" value="Poetry (statapp)" />
<option name="WORKING_DIRECTORY" value="" />
<option name="IS_MODULE_SDK" value="false" />
<option name="IS_MODULE_SDK" value="true" />
<option name="ADD_CONTENT_ROOTS" value="true" />
<option name="ADD_SOURCE_ROOTS" value="true" />
<option name="SCRIPT_NAME" value="statapp" />

1
statapp/__main__.py
View File

@ -39,5 +39,6 @@ def main():
window.show()
return app.exec_()
if __name__ == "__main__":
sys.exit(main())

37
statapp/calculations.py
View File

@ -21,6 +21,7 @@ from dataclasses import dataclass
import numpy as np
import pandas as pd
import sympy as sp
from statapp._vendor.multipolyfit import multipolyfit, getTerms
DIRECT_LINK = 0
@ -135,3 +136,39 @@ def calculateStats(data, params, residues, y):
out[1] = tStatistics
return out, mse[0], scaledResidualVariance, rSquared, fStatistic
def prediction(inputData, result: RegressionResult):
inputs = inputData[:, 1:]
outputs = inputData[:, 0]
params = result.paramsAndImportance[:, 0]
expr = sp.sympify(' '.join(
[
f'{param}' if m == 'c' else f' + ({param}) * {m}'
for param, m in zip(params, result.monomials)
]
))
results = []
for y, xValues in zip(outputs, inputs):
subsDict = dict(zip(expr.free_symbols, xValues))
predictedResult = expr.subs(subsDict)
difference = predictedResult - y
results.append([y, predictedResult, difference, 0.0])
results = np.array(results, dtype=np.float32)
# Расчет среднего значения и стандартного отклонения разностей
meanDifference = np.mean(results[:, 2])
stdDifference = np.std(results[:, 2])
# Установка флага 1.0, если разность выходит за пределы 3 стандартных отклонений
for row in results:
if abs(row[2] - meanDifference) > 3 * stdDifference:
row[3] = 1.0
return results

33
statapp/models/prediction_table_model.py Normal file
View File

@ -0,0 +1,33 @@
#
# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
#
# This file is part of Statapp
# (see https://github.com/shizand/statapp).
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
#
from PySide2.QtCore import Qt
from statapp.models.ro_table_model import ROTableModel
class PreditionTableModel(ROTableModel):
def getHorizontalHeader(self):
return ['Отклик', 'Прогноз', 'Отклонение', '1-3 сигмовые зоны']
def data(self, index, role):
if role == Qt.DisplayRole and index.column() == 3:
value = super().data(index, role)
return 'x' if value == 1 else ''
return super().data(index, role)

2
statapp/polynoms/linear_polynom_window.py
View File

@ -24,4 +24,4 @@ from statapp.polynoms.polynom_window import PolynomWindow
class LinearPolynomWindow(PolynomWindow):
def __init__(self, data):
result = linearPolynom(data)
super().__init__(result, "Линейный полином")
super().__init__(data, result, "Линейный полином")

10
statapp/polynoms/polynom_window.py
View File

@ -18,14 +18,17 @@
# along with this program. If not, see <http://www.gnu.org/licenses/>.
#
from PySide2.QtWidgets import QDialog, QHeaderView
from statapp.calculations import prediction
from statapp.mathtex_header_view import MathTexHeaderView
from statapp.models.prediction_table_model import PreditionTableModel
from statapp.models.regression_result_model import RegressionResultModel
from statapp.ui.ui_polynom_window import Ui_PolynomWindow
from statapp.utils import addIcon, FloatDelegate
class PolynomWindow(QDialog):
def __init__(self, result, windowTitle):
def __init__(self, data, result, windowTitle):
super().__init__()
self.ui = Ui_PolynomWindow()
self.ui.setupUi(self)
@ -43,3 +46,8 @@ class PolynomWindow(QDialog):
self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance))
self.predictionModel = PreditionTableModel(prediction(data, result))
self.ui.predictionTableView.setModel(self.predictionModel)
header = self.ui.predictionTableView.horizontalHeader()
header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)

2
statapp/polynoms/squared_polynom_window.py
View File

@ -24,4 +24,4 @@ from statapp.polynoms.polynom_window import PolynomWindow
class SquaredPolynomWindow(PolynomWindow):
def __init__(self, data):
result = squaredPolynom(data)
super().__init__(result, "Квадратичный полином")
super().__init__(data, result, "Квадратичный полином")

11
statapp/polynoms/transform_polynom_window.py
View File

@ -21,11 +21,12 @@ import numpy as np
from PySide2.QtCore import Qt
from PySide2.QtWidgets import QDialog, QHeaderView
from statapp.calculations import linearPolynom
from statapp.calculations import linearPolynom, prediction
from statapp.combo_delegate import ComboDelegate
from statapp.mathtex_header_view import MathTexHeaderView
from statapp.models.prediction_table_model import PreditionTableModel
from statapp.models.transform_polynom_model import TransformPolynomModel, TRANSFORMS
from statapp.ui.ui_transform_polynom_window import Ui_PolynomWindow
from statapp.ui.ui_polynom_window import Ui_PolynomWindow
from statapp.utils import addIcon
@ -40,6 +41,11 @@ class TransformPolynomWindow(QDialog):
self.data = data
result = linearPolynom(data)
self.predictionModel = PreditionTableModel(prediction(data, result))
self.ui.predictionTableView.setModel(self.predictionModel)
header = self.ui.predictionTableView.horizontalHeader()
header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
# Создание столбца из нулей
zeroCol = np.zeros((result.paramsAndImportance.shape[0], 1))
# Добавление столбца к исходному массиву
@ -78,6 +84,7 @@ class TransformPolynomWindow(QDialog):
def rebuildData(self, data):
result = linearPolynom(data)
self.predictionModel.updateAllData(prediction(data, result))
zeroCol = np.zeros((result.paramsAndImportance.shape[0], 1))
result.paramsAndImportance = np.column_stack((zeroCol, result.paramsAndImportance))
self.model.updateAllData(result)

180
statapp/ui/polynom_window.ui
View File

@ -6,93 +6,121 @@
<rect>
<x>0</x>
<y>0</y>
<width>630</width>
<height>400</height>
<width>537</width>
<height>444</height>
</rect>
</property>
<property name="windowTitle">
<string>Полином</string>
</property>
<layout class="QGridLayout" name="gridLayout_2">
<item row="0" column="0">
<layout class="QGridLayout" name="gridLayout">
<item row="0" column="0">
<widget class="QTableView" name="tableView">
<attribute name="horizontalHeaderMinimumSectionSize">
<number>40</number>
</attribute>
<attribute name="verticalHeaderMinimumSectionSize">
<number>40</number>
</attribute>
<attribute name="verticalHeaderDefaultSectionSize">
<number>40</number>
</attribute>
</widget>
</item>
<item row="1" column="0">
<layout class="QGridLayout" name="polynomResult">
<property name="topMargin">
<number>10</number>
</property>
<item row="0" column="1">
<widget class="QLabel" name="residualVarianceValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
<item row="1" column="1">
<widget class="QLabel" name="scaledResidualVarianceValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
<item row="2" column="0">
<widget class="QLabel" name="fStatisticLabel">
<property name="text">
<string>F1 - отношение Фишера</string>
</property>
</widget>
</item>
<item row="0" column="6">
<widget class="QTabWidget" name="tabWidget">
<property name="currentIndex">
<number>0</number>
</property>
<widget class="QWidget" name="model">
<attribute name="title">
<string>Модель</string>
</attribute>
<layout class="QGridLayout" name="gridLayout_3">
<item row="0" column="0">
<widget class="QLabel" name="residualVarianceLabel">
<property name="text">
<string>Остаточная дисперсия:</string>
</property>
</widget>
<layout class="QGridLayout" name="gridLayout">
<item row="1" column="3">
<widget class="QTableView" name="tableView">
<attribute name="horizontalHeaderMinimumSectionSize">
<number>40</number>
</attribute>
<attribute name="verticalHeaderMinimumSectionSize">
<number>40</number>
</attribute>
<attribute name="verticalHeaderDefaultSectionSize">
<number>40</number>
</attribute>
</widget>
</item>
<item row="2" column="3">
<layout class="QGridLayout" name="polynomResult">
<property name="topMargin">
<number>10</number>
</property>
<item row="0" column="1">
<widget class="QLabel" name="residualVarianceValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
<item row="1" column="1">
<widget class="QLabel" name="scaledResidualVarianceValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
<item row="2" column="0">
<widget class="QLabel" name="fStatisticLabel">
<property name="text">
<string>F1 - отношение Фишера</string>
</property>
</widget>
</item>
<item row="0" column="0">
<widget class="QLabel" name="residualVarianceLabel">
<property name="text">
<string>Остаточная дисперсия:</string>
</property>
</widget>
</item>
<item row="1" column="0">
<widget class="QLabel" name="scaledResidualVarianceLabel">
<property name="text">
<string>Остаточная дисперсия (масштабированная):</string>
</property>
</widget>
</item>
<item row="3" column="0">
<widget class="QLabel" name="rSquaredLabel">
<property name="text">
<string>Коэффициент множественной дереминизации</string>
</property>
</widget>
</item>
<item row="2" column="1">
<widget class="QLabel" name="fStatisticValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
<item row="3" column="1">
<widget class="QLabel" name="rSquaredValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
</layout>
</item>
</layout>
</item>
<item row="1" column="0">
<widget class="QLabel" name="scaledResidualVarianceLabel">
<property name="text">
<string>Остаточная дисперсия (масштабированная):</string>
</property>
</widget>
</item>
<item row="3" column="0">
<widget class="QLabel" name="rSquaredLabel">
<property name="text">
<string>Коэффициент множественной дереминизации</string>
</property>
</widget>
</item>
<item row="2" column="1">
<widget class="QLabel" name="fStatisticValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
<item row="3" column="1">
<widget class="QLabel" name="rSquaredValueLabel">
<property name="text">
<string>undefined</string>
</property>
</layout>
</widget>
<widget class="QWidget" name="prediction">
<attribute name="title">
<string>Прогноз</string>
</attribute>
<layout class="QGridLayout" name="gridLayout_4">
<item row="0" column="0">
<widget class="QTableView" name="predictionTableView">
<attribute name="verticalHeaderVisible">
<bool>false</bool>
</attribute>
</widget>
</item>
</layout>
</item>
</layout>
</widget>
</widget>
</item>
</layout>
</widget>

101
statapp/ui/transform_polynom_window.ui
View File

@ -1,101 +0,0 @@
<?xml version="1.0" encoding="UTF-8"?>
<ui version="4.0">
<class>PolynomWindow</class>
<widget class="QDialog" name="PolynomWindow">
<property name="geometry">
<rect>
<x>0</x>
<y>0</y>
<width>537</width>
<height>444</height>
</rect>
</property>
<property name="windowTitle">
<string>Полином</string>
</property>
<layout class="QGridLayout" name="gridLayout_2">
<item row="1" column="6">
<layout class="QGridLayout" name="polynomResult">
<property name="topMargin">
<number>10</number>
</property>
<item row="0" column="1">
<widget class="QLabel" name="residualVarianceValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
<item row="1" column="1">
<widget class="QLabel" name="scaledResidualVarianceValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
<item row="2" column="0">
<widget class="QLabel" name="fStatisticLabel">
<property name="text">
<string>F1 - отношение Фишера</string>
</property>
</widget>
</item>
<item row="0" column="0">
<widget class="QLabel" name="residualVarianceLabel">
<property name="text">
<string>Остаточная дисперсия:</string>
</property>
</widget>
</item>
<item row="1" column="0">
<widget class="QLabel" name="scaledResidualVarianceLabel">
<property name="text">
<string>Остаточная дисперсия (масштабированная):</string>
</property>
</widget>
</item>
<item row="3" column="0">
<widget class="QLabel" name="rSquaredLabel">
<property name="text">
<string>Коэффициент множественной дереминизации</string>
</property>
</widget>
</item>
<item row="2" column="1">
<widget class="QLabel" name="fStatisticValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
<item row="3" column="1">
<widget class="QLabel" name="rSquaredValueLabel">
<property name="text">
<string>undefined</string>
</property>
</widget>
</item>
</layout>
</item>
<item row="0" column="6">
<layout class="QGridLayout" name="gridLayout">
<item row="1" column="3">
<widget class="QTableView" name="tableView">
<attribute name="horizontalHeaderMinimumSectionSize">
<number>40</number>
</attribute>
<attribute name="verticalHeaderMinimumSectionSize">
<number>40</number>
</attribute>
<attribute name="verticalHeaderDefaultSectionSize">
<number>40</number>
</attribute>
</widget>
</item>
</layout>
</item>
</layout>
</widget>
<resources/>
<connections/>
</ui>

52
statapp/ui/ui_polynom_window.py generated
View File

@ -37,71 +37,95 @@ class Ui_PolynomWindow(object):
def setupUi(self, PolynomWindow):
if not PolynomWindow.objectName():
PolynomWindow.setObjectName(u"PolynomWindow")
PolynomWindow.resize(630, 400)
PolynomWindow.resize(537, 444)
self.gridLayout_2 = QGridLayout(PolynomWindow)
self.gridLayout_2.setObjectName(u"gridLayout_2")
self.tabWidget = QTabWidget(PolynomWindow)
self.tabWidget.setObjectName(u"tabWidget")
self.model = QWidget()
self.model.setObjectName(u"model")
self.gridLayout_3 = QGridLayout(self.model)
self.gridLayout_3.setObjectName(u"gridLayout_3")
self.gridLayout = QGridLayout()
self.gridLayout.setObjectName(u"gridLayout")
self.tableView = QTableView(PolynomWindow)
self.tableView = QTableView(self.model)
self.tableView.setObjectName(u"tableView")
self.tableView.horizontalHeader().setMinimumSectionSize(40)
self.tableView.verticalHeader().setMinimumSectionSize(40)
self.tableView.verticalHeader().setDefaultSectionSize(40)
self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1)
self.gridLayout.addWidget(self.tableView, 1, 3, 1, 1)
self.polynomResult = QGridLayout()
self.polynomResult.setObjectName(u"polynomResult")
self.polynomResult.setContentsMargins(-1, 10, -1, -1)
self.residualVarianceValueLabel = QLabel(PolynomWindow)
self.residualVarianceValueLabel = QLabel(self.model)
self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
self.polynomResult.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
self.scaledResidualVarianceValueLabel = QLabel(PolynomWindow)
self.scaledResidualVarianceValueLabel = QLabel(self.model)
self.scaledResidualVarianceValueLabel.setObjectName(u"scaledResidualVarianceValueLabel")
self.polynomResult.addWidget(self.scaledResidualVarianceValueLabel, 1, 1, 1, 1)
self.fStatisticLabel = QLabel(PolynomWindow)
self.fStatisticLabel = QLabel(self.model)
self.fStatisticLabel.setObjectName(u"fStatisticLabel")
self.polynomResult.addWidget(self.fStatisticLabel, 2, 0, 1, 1)
self.residualVarianceLabel = QLabel(PolynomWindow)
self.residualVarianceLabel = QLabel(self.model)
self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
self.polynomResult.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
self.scaledResidualVarianceLabel = QLabel(PolynomWindow)
self.scaledResidualVarianceLabel = QLabel(self.model)
self.scaledResidualVarianceLabel.setObjectName(u"scaledResidualVarianceLabel")
self.polynomResult.addWidget(self.scaledResidualVarianceLabel, 1, 0, 1, 1)
self.rSquaredLabel = QLabel(PolynomWindow)
self.rSquaredLabel = QLabel(self.model)
self.rSquaredLabel.setObjectName(u"rSquaredLabel")
self.polynomResult.addWidget(self.rSquaredLabel, 3, 0, 1, 1)
self.fStatisticValueLabel = QLabel(PolynomWindow)
self.fStatisticValueLabel = QLabel(self.model)
self.fStatisticValueLabel.setObjectName(u"fStatisticValueLabel")
self.polynomResult.addWidget(self.fStatisticValueLabel, 2, 1, 1, 1)
self.rSquaredValueLabel = QLabel(PolynomWindow)
self.rSquaredValueLabel = QLabel(self.model)
self.rSquaredValueLabel.setObjectName(u"rSquaredValueLabel")
self.polynomResult.addWidget(self.rSquaredValueLabel, 3, 1, 1, 1)
self.gridLayout.addLayout(self.polynomResult, 1, 0, 1, 1)
self.gridLayout.addLayout(self.polynomResult, 2, 3, 1, 1)
self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
self.gridLayout_3.addLayout(self.gridLayout, 0, 0, 1, 1)
self.tabWidget.addTab(self.model, "")
self.prediction = QWidget()
self.prediction.setObjectName(u"prediction")
self.gridLayout_4 = QGridLayout(self.prediction)
self.gridLayout_4.setObjectName(u"gridLayout_4")
self.predictionTableView = QTableView(self.prediction)
self.predictionTableView.setObjectName(u"predictionTableView")
self.predictionTableView.verticalHeader().setVisible(False)
self.gridLayout_4.addWidget(self.predictionTableView, 0, 0, 1, 1)
self.tabWidget.addTab(self.prediction, "")
self.gridLayout_2.addWidget(self.tabWidget, 0, 6, 1, 1)
self.retranslateUi(PolynomWindow)
self.tabWidget.setCurrentIndex(0)
QMetaObject.connectSlotsByName(PolynomWindow)
# setupUi
@ -115,4 +139,6 @@ class Ui_PolynomWindow(object):
self.rSquaredLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0434\u0435\u0440\u0435\u043c\u0438\u043d\u0438\u0437\u0430\u0446\u0438\u0438", None))
self.fStatisticValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
self.rSquaredValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
self.tabWidget.setTabText(self.tabWidget.indexOf(self.model), QCoreApplication.translate("PolynomWindow", u"\u041c\u043e\u0434\u0435\u043b\u044c", None))
self.tabWidget.setTabText(self.tabWidget.indexOf(self.prediction), QCoreApplication.translate("PolynomWindow", u"\u041f\u0440\u043e\u0433\u043d\u043e\u0437", None))
# retranslateUi

118
statapp/ui/ui_transform_polynom_window.py generated
View File

@ -1,118 +0,0 @@
# -*- coding: utf-8 -*-
#
# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
#
# This file is part of Statapp
# (see https://github.com/shizand/statapp).
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
#
################################################################################
## Form generated from reading UI file 'transform_polynom_window.ui'
##
## Created by: Qt User Interface Compiler version 5.15.2
##
## WARNING! All changes made in this file will be lost when recompiling UI file!
################################################################################
from PySide2.QtCore import *
from PySide2.QtGui import *
from PySide2.QtWidgets import *
class Ui_PolynomWindow(object):
def setupUi(self, PolynomWindow):
if not PolynomWindow.objectName():
PolynomWindow.setObjectName(u"PolynomWindow")
PolynomWindow.resize(537, 444)
self.gridLayout_2 = QGridLayout(PolynomWindow)
self.gridLayout_2.setObjectName(u"gridLayout_2")
self.polynomResult = QGridLayout()
self.polynomResult.setObjectName(u"polynomResult")
self.polynomResult.setContentsMargins(-1, 10, -1, -1)
self.residualVarianceValueLabel = QLabel(PolynomWindow)
self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
self.polynomResult.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
self.scaledResidualVarianceValueLabel = QLabel(PolynomWindow)
self.scaledResidualVarianceValueLabel.setObjectName(u"scaledResidualVarianceValueLabel")
self.polynomResult.addWidget(self.scaledResidualVarianceValueLabel, 1, 1, 1, 1)
self.fStatisticLabel = QLabel(PolynomWindow)
self.fStatisticLabel.setObjectName(u"fStatisticLabel")
self.polynomResult.addWidget(self.fStatisticLabel, 2, 0, 1, 1)
self.residualVarianceLabel = QLabel(PolynomWindow)
self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
self.polynomResult.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
self.scaledResidualVarianceLabel = QLabel(PolynomWindow)
self.scaledResidualVarianceLabel.setObjectName(u"scaledResidualVarianceLabel")
self.polynomResult.addWidget(self.scaledResidualVarianceLabel, 1, 0, 1, 1)
self.rSquaredLabel = QLabel(PolynomWindow)
self.rSquaredLabel.setObjectName(u"rSquaredLabel")
self.polynomResult.addWidget(self.rSquaredLabel, 3, 0, 1, 1)
self.fStatisticValueLabel = QLabel(PolynomWindow)
self.fStatisticValueLabel.setObjectName(u"fStatisticValueLabel")
self.polynomResult.addWidget(self.fStatisticValueLabel, 2, 1, 1, 1)
self.rSquaredValueLabel = QLabel(PolynomWindow)
self.rSquaredValueLabel.setObjectName(u"rSquaredValueLabel")
self.polynomResult.addWidget(self.rSquaredValueLabel, 3, 1, 1, 1)
self.gridLayout_2.addLayout(self.polynomResult, 1, 6, 1, 1)
self.gridLayout = QGridLayout()
self.gridLayout.setObjectName(u"gridLayout")
self.tableView = QTableView(PolynomWindow)
self.tableView.setObjectName(u"tableView")
self.tableView.horizontalHeader().setMinimumSectionSize(40)
self.tableView.verticalHeader().setMinimumSectionSize(40)
self.tableView.verticalHeader().setDefaultSectionSize(40)
self.gridLayout.addWidget(self.tableView, 1, 3, 1, 1)
self.gridLayout_2.addLayout(self.gridLayout, 0, 6, 1, 1)
self.retranslateUi(PolynomWindow)
QMetaObject.connectSlotsByName(PolynomWindow)
# setupUi
def retranslateUi(self, PolynomWindow):
PolynomWindow.setWindowTitle(QCoreApplication.translate("PolynomWindow", u"\u041f\u043e\u043b\u0438\u043d\u043e\u043c", None))
self.residualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
self.scaledResidualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
self.fStatisticLabel.setText(QCoreApplication.translate("PolynomWindow", u"F1 - \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0435 \u0424\u0438\u0448\u0435\u0440\u0430", None))
self.residualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None))
self.scaledResidualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f (\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f):", None))
self.rSquaredLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0434\u0435\u0440\u0435\u043c\u0438\u043d\u0438\u0437\u0430\u0446\u0438\u0438", None))
self.fStatisticValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
self.rSquaredValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
# retranslateUi