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

1
statapp/__main__.py
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@ -39,5 +39,6 @@ def main():
window.show() window.show()
return app.exec_() return app.exec_()
if __name__ == "__main__": if __name__ == "__main__":
sys.exit(main()) sys.exit(main())

37
statapp/calculations.py
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@ -21,6 +21,7 @@ from dataclasses import dataclass
import numpy as np import numpy as np
import pandas as pd import pandas as pd
import sympy as sp
from statapp._vendor.multipolyfit import multipolyfit, getTerms from statapp._vendor.multipolyfit import multipolyfit, getTerms
DIRECT_LINK = 0 DIRECT_LINK = 0
@ -135,3 +136,39 @@ def calculateStats(data, params, residues, y):
out[1] = tStatistics out[1] = tStatistics
return out, mse[0], scaledResidualVariance, rSquared, fStatistic 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
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@ -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
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@ -24,4 +24,4 @@ from statapp.polynoms.polynom_window import PolynomWindow
class LinearPolynomWindow(PolynomWindow): class LinearPolynomWindow(PolynomWindow):
def __init__(self, data): def __init__(self, data):
result = linearPolynom(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/>. # along with this program. If not, see <http://www.gnu.org/licenses/>.
# #
from PySide2.QtWidgets import QDialog, QHeaderView from PySide2.QtWidgets import QDialog, QHeaderView
from statapp.calculations import prediction
from statapp.mathtex_header_view import MathTexHeaderView 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.models.regression_result_model import RegressionResultModel
from statapp.ui.ui_polynom_window import Ui_PolynomWindow from statapp.ui.ui_polynom_window import Ui_PolynomWindow
from statapp.utils import addIcon, FloatDelegate from statapp.utils import addIcon, FloatDelegate
class PolynomWindow(QDialog): class PolynomWindow(QDialog):
def __init__(self, result, windowTitle): def __init__(self, data, result, windowTitle):
super().__init__() super().__init__()
self.ui = Ui_PolynomWindow() self.ui = Ui_PolynomWindow()
self.ui.setupUi(self) self.ui.setupUi(self)
@ -43,3 +46,8 @@ class PolynomWindow(QDialog):
self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance)) self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
self.ui.fStatisticValueLabel.setText(str(result.fStatistic)) self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance)) 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): class SquaredPolynomWindow(PolynomWindow):
def __init__(self, data): def __init__(self, data):
result = squaredPolynom(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.QtCore import Qt
from PySide2.QtWidgets import QDialog, QHeaderView 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.combo_delegate import ComboDelegate
from statapp.mathtex_header_view import MathTexHeaderView 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.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 from statapp.utils import addIcon
@ -40,6 +41,11 @@ class TransformPolynomWindow(QDialog):
self.data = data self.data = data
result = linearPolynom(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 # Создание столбца из нулей
zeroCol = np.zeros((result.paramsAndImportance.shape[0], 1)) zeroCol = np.zeros((result.paramsAndImportance.shape[0], 1))
# Добавление столбца к исходному массиву # Добавление столбца к исходному массиву
@ -78,6 +84,7 @@ class TransformPolynomWindow(QDialog):
def rebuildData(self, data): def rebuildData(self, data):
result = linearPolynom(data) result = linearPolynom(data)
self.predictionModel.updateAllData(prediction(data, result))
zeroCol = np.zeros((result.paramsAndImportance.shape[0], 1)) zeroCol = np.zeros((result.paramsAndImportance.shape[0], 1))
result.paramsAndImportance = np.column_stack((zeroCol, result.paramsAndImportance)) result.paramsAndImportance = np.column_stack((zeroCol, result.paramsAndImportance))
self.model.updateAllData(result) self.model.updateAllData(result)

180
statapp/ui/polynom_window.ui
View File

@ -6,93 +6,121 @@
<rect> <rect>
<x>0</x> <x>0</x>
<y>0</y> <y>0</y>
<width>630</width> <width>537</width>
<height>400</height> <height>444</height>
</rect> </rect>
</property> </property>
<property name="windowTitle"> <property name="windowTitle">
<string>Полином</string> <string>Полином</string>
</property> </property>
<layout class="QGridLayout" name="gridLayout_2"> <layout class="QGridLayout" name="gridLayout_2">
<item row="0" column="0"> <item row="0" column="6">
<layout class="QGridLayout" name="gridLayout"> <widget class="QTabWidget" name="tabWidget">
<item row="0" column="0"> <property name="currentIndex">
<widget class="QTableView" name="tableView"> <number>0</number>
<attribute name="horizontalHeaderMinimumSectionSize"> </property>
<number>40</number> <widget class="QWidget" name="model">
</attribute> <attribute name="title">
<attribute name="verticalHeaderMinimumSectionSize"> <string>Модель</string>
<number>40</number> </attribute>
</attribute> <layout class="QGridLayout" name="gridLayout_3">
<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="0"> <item row="0" column="0">
<widget class="QLabel" name="residualVarianceLabel"> <layout class="QGridLayout" name="gridLayout">
<property name="text"> <item row="1" column="3">
<string>Остаточная дисперсия:</string> <widget class="QTableView" name="tableView">
</property> <attribute name="horizontalHeaderMinimumSectionSize">
</widget> <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>
<item row="1" column="0"> </layout>
<widget class="QLabel" name="scaledResidualVarianceLabel"> </widget>
<property name="text"> <widget class="QWidget" name="prediction">
<string>Остаточная дисперсия (масштабированная):</string> <attribute name="title">
</property> <string>Прогноз</string>
</widget> </attribute>
</item> <layout class="QGridLayout" name="gridLayout_4">
<item row="3" column="0"> <item row="0" column="0">
<widget class="QLabel" name="rSquaredLabel"> <widget class="QTableView" name="predictionTableView">
<property name="text"> <attribute name="verticalHeaderVisible">
<string>Коэффициент множественной дереминизации</string> <bool>false</bool>
</property> </attribute>
</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> </widget>
</item> </item>
</layout> </layout>
</item> </widget>
</layout> </widget>
</item> </item>
</layout> </layout>
</widget> </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): def setupUi(self, PolynomWindow):
if not PolynomWindow.objectName(): if not PolynomWindow.objectName():
PolynomWindow.setObjectName(u"PolynomWindow") PolynomWindow.setObjectName(u"PolynomWindow")
PolynomWindow.resize(630, 400) PolynomWindow.resize(537, 444)
self.gridLayout_2 = QGridLayout(PolynomWindow) self.gridLayout_2 = QGridLayout(PolynomWindow)
self.gridLayout_2.setObjectName(u"gridLayout_2") 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 = QGridLayout()
self.gridLayout.setObjectName(u"gridLayout") self.gridLayout.setObjectName(u"gridLayout")
self.tableView = QTableView(PolynomWindow) self.tableView = QTableView(self.model)
self.tableView.setObjectName(u"tableView") self.tableView.setObjectName(u"tableView")
self.tableView.horizontalHeader().setMinimumSectionSize(40) self.tableView.horizontalHeader().setMinimumSectionSize(40)
self.tableView.verticalHeader().setMinimumSectionSize(40) self.tableView.verticalHeader().setMinimumSectionSize(40)
self.tableView.verticalHeader().setDefaultSectionSize(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 = QGridLayout()
self.polynomResult.setObjectName(u"polynomResult") self.polynomResult.setObjectName(u"polynomResult")
self.polynomResult.setContentsMargins(-1, 10, -1, -1) self.polynomResult.setContentsMargins(-1, 10, -1, -1)
self.residualVarianceValueLabel = QLabel(PolynomWindow) self.residualVarianceValueLabel = QLabel(self.model)
self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel") self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
self.polynomResult.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1) self.polynomResult.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
self.scaledResidualVarianceValueLabel = QLabel(PolynomWindow) self.scaledResidualVarianceValueLabel = QLabel(self.model)
self.scaledResidualVarianceValueLabel.setObjectName(u"scaledResidualVarianceValueLabel") self.scaledResidualVarianceValueLabel.setObjectName(u"scaledResidualVarianceValueLabel")
self.polynomResult.addWidget(self.scaledResidualVarianceValueLabel, 1, 1, 1, 1) self.polynomResult.addWidget(self.scaledResidualVarianceValueLabel, 1, 1, 1, 1)
self.fStatisticLabel = QLabel(PolynomWindow) self.fStatisticLabel = QLabel(self.model)
self.fStatisticLabel.setObjectName(u"fStatisticLabel") self.fStatisticLabel.setObjectName(u"fStatisticLabel")
self.polynomResult.addWidget(self.fStatisticLabel, 2, 0, 1, 1) self.polynomResult.addWidget(self.fStatisticLabel, 2, 0, 1, 1)
self.residualVarianceLabel = QLabel(PolynomWindow) self.residualVarianceLabel = QLabel(self.model)
self.residualVarianceLabel.setObjectName(u"residualVarianceLabel") self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
self.polynomResult.addWidget(self.residualVarianceLabel, 0, 0, 1, 1) self.polynomResult.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
self.scaledResidualVarianceLabel = QLabel(PolynomWindow) self.scaledResidualVarianceLabel = QLabel(self.model)
self.scaledResidualVarianceLabel.setObjectName(u"scaledResidualVarianceLabel") self.scaledResidualVarianceLabel.setObjectName(u"scaledResidualVarianceLabel")
self.polynomResult.addWidget(self.scaledResidualVarianceLabel, 1, 0, 1, 1) self.polynomResult.addWidget(self.scaledResidualVarianceLabel, 1, 0, 1, 1)
self.rSquaredLabel = QLabel(PolynomWindow) self.rSquaredLabel = QLabel(self.model)
self.rSquaredLabel.setObjectName(u"rSquaredLabel") self.rSquaredLabel.setObjectName(u"rSquaredLabel")
self.polynomResult.addWidget(self.rSquaredLabel, 3, 0, 1, 1) self.polynomResult.addWidget(self.rSquaredLabel, 3, 0, 1, 1)
self.fStatisticValueLabel = QLabel(PolynomWindow) self.fStatisticValueLabel = QLabel(self.model)
self.fStatisticValueLabel.setObjectName(u"fStatisticValueLabel") self.fStatisticValueLabel.setObjectName(u"fStatisticValueLabel")
self.polynomResult.addWidget(self.fStatisticValueLabel, 2, 1, 1, 1) self.polynomResult.addWidget(self.fStatisticValueLabel, 2, 1, 1, 1)
self.rSquaredValueLabel = QLabel(PolynomWindow) self.rSquaredValueLabel = QLabel(self.model)
self.rSquaredValueLabel.setObjectName(u"rSquaredValueLabel") self.rSquaredValueLabel.setObjectName(u"rSquaredValueLabel")
self.polynomResult.addWidget(self.rSquaredValueLabel, 3, 1, 1, 1) 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.retranslateUi(PolynomWindow)
self.tabWidget.setCurrentIndex(0)
QMetaObject.connectSlotsByName(PolynomWindow) QMetaObject.connectSlotsByName(PolynomWindow)
# setupUi # 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.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.fStatisticValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
self.rSquaredValueLabel.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 # 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