Questions tagged [orange]

Use for questions about Orange, the free, open-source, component-based, data mining and machine learning software suite.

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5 views

Which Orange Version for Geo With Point Clusters

A few versions back Orange Geo would show points as cluster areas (circles) or polygons bounding the cluster points. Does anyone know which Orange version this was? I vaguely remember Versions 3.22-3....
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19 views

Keyword extraction with Orange

I’m very new to using Orange Data Mining software and I’m having a hard time finding what I am looking for. I have 30,000 text files. I wish to use Orange to help me extract key words and phrases, ...
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Develop a Scorecard Model with Orange 3.30

I'm a super fan user of Orange 3.30, actually I've beeing develop some Collection Strategys and some othe of CLI in my actuall work, and everything has been OK with all the decisions that I've being ...
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32 views

Yahoo Finance Widget not in Time Series in Orange 3.30

When I add in Time Series version 0.3.12 in Orange version 3.30 "last version" the Yahoo Finance widget is not included. How do I add in the Yahoo Finance widget?
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CSV Import > Combine two rows and add new columns accordingly

I have some data that represents one event (a trade) that is broken up into two rows: Entry and Exit. I would like to combine this into one row with details about each. ...
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28 views

Is orange software available for Mac with m1 chip?

Hello I have the new Mac with m1 chip, do you know if I can use orange? or orange is still not available for this computers? thanks
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Get "Selected variable has too many values." when using Orange Data Mining's Pivot Table widget (implying too many column values?)

I am assuming there are too many columns in the (generated) pivot table when I get the "Selected variable has too many values." when using Pivot Table widget Is there a way to increase? If ...
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15 views

Why is a column detected as text and not as categorical when opening excel file?

I have the following values in an excel sheet Aguascalientes Baja California Baja California Sur Campeche Chiapas Chihuahua Ciudad de México Coahuila Colima Durango Estado de México Guanajuato ...
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1answer
27 views

Difference between DataSampler and TestAndScore widgets in Orange

I'm trying to figure out the difference between using the data sampler to get a 70/30 train/test split and directly using the ...
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15 views

Associate another feature with hierarchical clustering - Patient Health Data

I am trying to learn data science. The tool I have is Orange datamining tool. I have following data set related to patient health. With this data set I can create a dendrogram and find diagnosis ...
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49 views

What type of 'Naive Bayes' algorithm is provided by Orange?

I've been using Orange for a while to rapidly prototype a few classification models. One of the ones I've been using is 'Naive Bayes'. If I understand correctly, there are a few types available based ...
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1answer
30 views

Remote image embedders fail with "no internet connection"

I'm following the Orange "Getting Started" YouTube tutorial and noticed that the Inception v3 image embedder (and any of the other remote services for that matter) all fail with the message: ...
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70 views

Yahoo Finance Widget not in Time Series in Orange

When I add in Time Series in Orange the Yahoo Finance widget is not included. How do I add in the Yahoo Finance widget?
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1answer
40 views

Data info: Orange data mining

I am trying to use the widgets from Orange Data Mining in the practical world. When do you use Data Info in Orange Data Mining set?
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56 views

Measuring Topic-coherence score & optimal number of topics in LDA Topic Modeling in Orange data mining

I'm trying to build an Orange workflow to perform LDA topic modeling for analyzing a text corpus (.CSV dataset). Unfortunately, the LDA widget in Orange lacks for advanced settings when comparing it ...
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46 views

Input and output layer activation functions of neurons in Orange

What are the activation functions of the neurons in the input and output layer of a neural network model from the Orange machine learning application?
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210 views

How to measure the Optimal-number of Topics & Topic-Coherence score in Orange's LDA Topic-Modeling?

I'm trying to build a suitable "code-free" Topic Model in "Orange Data Mining" software for the experimental part of my Thesis, in order to analyze the themes and trends of ...
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72 views

LDA in Orange Linear Projection widget?

I'm struggling to get an LDA in Orange 3.28 (GUI). Using the good'ol iris dataset, loaded from the dataset widget: The data, as you can see, is loaded as it should and has "iris" set as ...
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64 views

Classification with Orange error "test and train datasets have differents target variable"

m having a problem on the widget "Test and score" used for classification. Im doing a classification on images and i would like to use the widget "test and score" with the option &...
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23 views

Loading data directly from BigQuery to Orange

I would like to ask you if there is possibility in Orange to load to it data directly eg. from BigQuery? I added block "Python script" to the flow and my script looks like that: ...
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27 views

What is the optimal method to evaluate clusters further?

Supervised learning is straightforward on medical data using Orange, but unsupervised learning is more challenging. I selected a data set based on Florida County Health Ratings where individuals rated ...
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1answer
70 views

Handling Imbalanced Datasets in Orange

I work in the medical domain, so class imbalance is the rule and not the exception. While I know Python has packages for class imbalance, I don't see an option in Orange for e.g. a SMOTE widget. I ...
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31 views

ANOVA Feature Scoring

in order to score features, in ORANGE, using ANOVA scoring, the features should have a normal distribution? Thank you, J
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45 views

Orange Data Mining - Data Sampler Widget

In the Data Sampler widget, there is an option for Cross validation for which one fold can remain unused. Is this option for nested cross validation alternating which fold you hold back?
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1answer
23 views

Out-of-bag error in Orange3

There is some way to see the out-of-bag error in Orange3? The widget Test and Score only reports mean squared error, root mean square, mean absolute error, coefficient of determination and root-mean-...
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1answer
281 views

Removing duplicate rows in orange3

In Orange3, I have a table with row duplicates. How can I simply remove the duplicated rows to keep only one copy of each? I feel like Orange3 is great but cannot do simple tasks. I hope I just did ...
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15 views

Analysis of table to make compressing model

I have a table with hundred of entries in this style: //HEADER//CODE1//decimals_here//CODE4//decimals_here//CODE3//decimals_here//CODE5//decimals_here//ENDING// I ...
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52 views

whether to use normalization while performing PCA?

I have an excel file containing a table where I registered the frequency of three linguistic phenomena in 72 poems. Since the poems have different lengths I normalized the results dividing each value ...
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20 views

Creating API For Accessing New Website

Is there a way to add a API in Orange Data Mining Tool to access a new website? An example would be can I create and add an API for CNN or MSNBC or FOXNEWS? Currently in Orange in the text mining add-...
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37 views

Data table manipulations in Orange

I am having some issues doing operations on my data table in Orange. I need to split my table into two different tables, being a table containing all the instances for y = yes and a table containing ...
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100 views

Stratified K Fold Cross Validation in Orange: python script

I am using Orange to predict customer churn and compare different learners based on accuracy, F1, etc. As my problem is unbalanced (10% churn - 90% not churn), I want to oversample. However, when ...
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1answer
196 views

Cross validation for unbalanced dataset using Orange data mining tool

I am using the Orange data mining tool to build and analyze models (decision tree, ANN, ...) predicting customer churn. As this is an imbalanced class problem (10% churn, 90% not churn), I need to ...
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1answer
169 views

Orange data mining: Balancing data set using imblearn code

I am using an unbalanced dataset. I wanted to oversample my dataset using a python script (Scripting code for class imbalance in Biolabs Orange). However, it still gives me an error ...
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1answer
39 views

Cluster Hyperspectral Images in Orange

Orange has a hyperspectral dataset called "liver cirrhosis" and you can visualize the hyperspectral image using the hyperspectral image widget. However, I would like to perform various ...
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112 views

Using if statement as a model in orange

I am seeking to evaluate logistic regression against a rule-based (nested if-else statements) classification in Orange. The steps I've taken to investigate this are as follows: I could not identify ...
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1answer
119 views

Extracting text into columns

I have a set of customer reports, each is in ms word file. they are all in a similar pattern, for example they start with Name: --, Age: --, Date: --, etc... is there a way to extract particular ...
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63 views

Random Forest feature selection

I am using Random Forest model for feature selection on data with bias. I have tried the Random Forest model on my features by increasing number of trees and found the feature importance moving. Could ...
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56 views

Orange ROC analysis widget [closed]

ROC analysis widget has an option to change prior target class probability. I'd like to know, when and how it should be used. Playing with it changes the slope of iso-performance line. Each classifier ...
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1answer
330 views

Error using corpus widget in Orange v 3.25.0 text mining and no import document option?

I am experimenting with Orange data mining tool. When I use the 'Corpus' widget from the text mining section it gives me the error: [![Corpus widget error][1]][1] I ...
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1answer
353 views

P-values in orange data mining

I'm new to orange and struggling to find p-values, using linear regression tools. It seems the outputs are only coefficients. What am I missing?
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1answer
59 views

Geo Add-on Choropleth Widget not found

I am trying to create a Choropleth map using the Chorolpeth widget from the Geo Add-on in Orange. However, this widget is not appearing? Any ideas? My current version: Orange version 3.24.1 for ...
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84 views

Trying to use term document matrix as input to orange 3

I have a CSV file that has tokens as columns and documents as rows, where the rest of the cells are ints that represent term frequency. I'm trying to use this as input into Orange 3, but Orange 3 ...
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41 views

How can I map category values to , e.g., increasing numbers (for anonymization purposes, say) in Orange?

I have a dataset that contains data that needs to be preserved for e.g. clustering purposes, but whose concrete values do not matter. For example, order numbers or serial numbers with lots of ...
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1answer
154 views

Visualizing categorical data in scatter plot with Orange (version > 3.18)

Why in Orange versions after 3.18 is not possible to visualize categorical data in Scatter Plot widget?
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1answer
332 views

How can I "export" a model from Orange once I have prototyped a solution?

Using Orange, I would like to use the underlying python model within the control system of my device. A device is a simple machine that is not connected to the internet. My intent is to use the ...
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1answer
128 views

PCA and orange software

I am analysing if 15 books can be grouped according to 6 variables (of the 15 books, 2 are written by an author, 6 by an other one, and 7 by an other one). I counted the number of occurrences of the ...
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1answer
134 views

Orange Geo Map does not show background map

We are running Orange with our students and most of them are having problems with running the Geo Map widget. It does not show any background map. In the bottom an error message is displayed: ...
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1answer
52 views

Suggestion for a better way to organize data to generate frequent item-sets?

I have a data of a bag of words in a document. The data has 3 columns: {document number, word number, count of the word in the number}. I am supposed to generate ...
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32 views

Does Orange allow you to change the decision threshold in modelling widgets?

I can't seem to find an option with the modeling widgets for Orange to allow changes in the decision thresholds. Is this option available?
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28 views

How to upload SOFT files in Orange?

I have a dataset which I obtained from NCBI, but it is a SOFT file. When I upload the SOFT file to the file widget in Orange, it cannot be uploaded. Is there a way to upload SOFT files in Orange?

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