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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71 views

Orange 3.15 GUI window size issue (Windows 8.1)

I'd just like to report an annoying GUI bug I am experimenting under Windows 8.1 using Orange 3.15. The work space available doesn't size up with the window making the use of the software quite ...
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1answer
87 views

Dataset with disproportionately more of a single label than any other

I'm using the data analysis software Orange to analyze rows of data with labels $\{H, T,L\}$. $T$ is the neutral state of the system I'm trying to model so data is almost always labeled with $T$. ...
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1answer
1k views

Orange Data Mining load saved models

I am planning to use the Orange Data Mining Tool for easy data exploration and model generation. What is still unclear to me is: after finding a good model, what can I do with it, how can I use or ...
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2answers
77 views

Elastic net regression in orange

The penalty term for Elastic regression is written as How are the values of lambda's calculated if the slider is moved from the right to the left. I have read most the material available on the ...
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1answer
354 views

Orange imports numeric features as categorical (“file” widget)

Why are some of my numeric features not being recognized as 'numeric' types AND why can't I reclassify them? I can't share my CSV here but I can assure you those features are indeed numeric (I use ...
2
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1answer
109 views

Addition and subtraction of values of two columns when using Orange GUI

I am a new user to the Orange GUI. I would like to know if there is anyway I can add or subtract two columns and then return the result as a new column?
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1answer
234 views

Orange wont allow me to set target for corpus

I need to do a linear regression on an excel file. I have descriptions in one column and category in the other. I need to be able to set the target to do a linear regression. However, Orange doesn't ...
3
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1answer
911 views

How to properly predict date using Orange 3

First of all - I'm new to all of this. I'm trying to create a model to predict the release of ios 12 based on previous years. I've got an excel that has a format like this: ...
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1answer
45 views

Bioinformatics widget

Why is there are no Volcano-plot or MA-plot in bioinformatics widget?
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2answers
1k views

How to do multivariable regression in Orange3?

Orange3 contains a number of regression widgets, but they all seem to be univariable i.e. one independent variable that correlates to one dependent variable. When I have more independent variables ...
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0answers
33 views

AUC calculated for a given target class while there are more than 2 groups to compare with

I have used random forest classifies to classify 4 groups (or class). For each group (target class) the AUC has been generated. Using "Test&Score" (from orange) provides AUC for each target class (...
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2answers
51 views

How to process multivariant questions in Orange

can you explain how to process multivariant questions in Orange? For example: I have sociological survey database. Among the others there is question: How would you like to spend your weekend? (pick ...
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1answer
48 views

Orange file import method for raw binaries

I tried to add a binary import method to class FileFormat(metaclass=FileFormatMeta) in io.py, but gave up trying to adapt a copy of the CSV method since so much is specific to CSV issues and the ...
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1answer
157 views

F1 calculation test

The formula for F1 harmonic mean F1 score is $$ F1 =2*\frac{precision*recall}{precision + recall} $$ The values under the column F1 don't agree with the formula. Any answers
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1answer
46 views

Orange reading in new features from Tab-Delimited File

In my tab delimited file I have 65 features and 1 target variable that are numerical and continuous. My data is supposed to be used for regression models. There should be 65 features and 1 target ...
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1answer
328 views

Equation of Linear Regression

I performed Linear Regression on the data set with two attributes (Salary and YearsExperience) using orange data mining tool. Salary is a dependent variable and <...
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3answers
180 views

Regression for non linear data

I have a non-linear dataset. How can I do regression in orange? Orange does not have polynomial regression widget.
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1answer
378 views

Trying to get Orange connected to Postgres Database

I recently came across Orange, and am very keen to try it for our company's purposes (around 20 potential users, perhaps more). I have installed Orange (latest version) and am trying to connect to our ...
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1answer
28 views

Having Trouble Using Orange Data Mining in Linear Progression in Continuous Data

I'm having trouble with a simple task. I just imported an Excel sheet (CSV) into Orange. It recognized the features as continuous, but it couldn't run Linear Progression or Discretized on it. How ...
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1answer
143 views

Orange3 Windows 10 Edit Plots?

In Orange3 64-bit for Windows 10, is it possible to edit plots, graphs, charts, and diagrams interactively? If not, will this feature be added? For example, at minimum, I would like to increase the ...
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1answer
402 views

Orange Linear Regression and scikit-learn linear regression gives different results

I am trying to cross-validate my scikit-learn script by mean of Orange3, thus obtaining a nice visual representation. Doing step by step, to keep it simple I just tried to cross-validate a simple ...
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0answers
30 views

Orange Feature Construction widget: Inability to see formulas while file sharing

Our team is sharing Orange "work bench" files across team members. Unfortunately, we find the Feature Construction widget does not display code consistently (nor is there any "x" to indicate an error)....
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0answers
298 views

Classification using Orange 3

In Orange3 while only using its widgets, without writing Python code, I’ve implemented the following typical machine learning processes Train a training set, (1 file) Validating a validation set (e.g....
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0answers
114 views

Orange: Predictions widget on same data gives different results

I have built a simple tree predictor and then applied this to a new set of data. This was giving a very different probability distribution so I tested connecting the same training data and comparing ...
3
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0answers
37 views

Image grid - labels?

I was wondering if labels could be visualized below images in the image grid tool in Image Analytics? I know, this feature might be not terribly useful for images in general, hence unlikely to be ...
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0answers
121 views

Limitations while using orange for clustering

I have tried clustering using kmeans in Orange but it looks like there are certain limitations as listed below, - Supports up to 5000 records only - no. of clusters can be only 30 Can someone please ...
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0answers
56 views

Orange “Scatter plot” widget to excel, best way

So I have chosen "Orange" for my research as a main app for clustering ant it's analysis. Excel 2016 is primary app used for dashboard (via "pivot table"). Problem - how to add graphs from "scatter ...
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0answers
196 views

get data in python script in orange [closed]

How to get sentiment analysis data widget in python script in orange and how this data used for other purpose and apply on this sentiments data different methods
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1answer
146 views

Feature construction widget on Orange 3.13

I got stucked with this widget... I am an absolute beginner and I am now working with Orange software for my thesis with logs and core data. I need to combine different features to compare them. What ...
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0answers
65 views

Are interactive command lines from orange3 possible

I wonder whether orange3 allows to get commands that are running "behind" a certain statistical procedure? This would be like in ...
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0answers
192 views

Orange: Group samples by a “splitting” feature for cross-validation?

I need to split my datasets based on my own feature column in order to hold together certain data rows (e.g. from one patient, or compound) for cross-validation (CV). In Orange 3.11, Test&Score ...
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1answer
936 views

Scripting code for class imbalance in Biolabs Orange

I'm trying to manipulate some data in Biolabs Orange, using the built in Python Script widget and information at Biolabs Orange tutorial on scripting. However, I'm struggling with taking the results ...
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1answer
63 views

Could I use logloss as classifier performance measures when “Test & Score”?

I try orange today, and want to use logloss as the classifier performance measures when "Test & Score", but I don't know how to do that.
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1answer
91 views

Filtering detail table based on selection in summary table in Orange 3.11

I'm rather new to Orange, so apologies in advance if I'm missing something obvious or am trying to fit a square peg in a round hole. I have two files, Summary and Detail, that I'm importing into an ...
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0answers
24 views

Orange: Creating Returns series

I am trying to create a 'returns' series for an asset i.e. EURUSD If my series is named $S$, I need to define $R(t)=S(t)/S(t-1)$. Is there a clever way to create the lagged variable in the Feature ...
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0answers
78 views

Scripting inverse PCA or MNF in Orange (biolab)

I have a data table with many rows and columns that I have successfully taken through K-means and PCA workflows in Orange. Now I'm trying to calculate the "minimum noise fraction" of the data. This is ...
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0answers
114 views

Orange Biolab custom widget learner input

I was able to install the demo widget in Orange 3.9.1 and made it work with these learners Naive bayes Logistic regression In other words I was able to connect the nodes to the newly installed "...
3
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2answers
3k views

Export Python Code from Orange

Since Orange is just running python code under the hood... is it possible to set up and do my analysis in Orange but then export or output the underlying code for documentation or replication?
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1answer
7k views

Orange: Data has no target variable error

I am trying to apply Random Forest algorithm on a data set using Orange. The target variable is not set in the data set. However, I know which column is the target variable. How can I specify the ...
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0answers
150 views

Orange machine learning Text mining twitter feature

I am using the twitter feature in Orange. However, when I save the corpus in a file, it eliminates the detailed URL information (unwrapped / expanded URL ). It only provides the shorten version of the ...
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1answer
203 views

Orange: Save Model

I set up a neural network model with a training and test data set and saved the model with the "Save Model" - Widget. I wonder what kind of information the saved pickle-file contains? Does it only ...
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1answer
50 views

Classification execution time - Orange

Is there any way to find out execution time for classification algorithms in orange?
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1answer
186 views

In orange, how do you split a given table at a certain row id?

I was thinking of adding another column called "Test / Train" in which a 0 would indicate test and a 1 would indicate train data, and then as I'm collecting data end the train data collection phase ...
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1answer
500 views

How to use SVM in Orange

How to use SVM in Orange for sentiments analysis? We will generate sentiments using sentiments analysis widget but now how to use SVM and how to teach SVM in Orange? i am use xlsx file format then it ...
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1answer
105 views

Has anyone gotten the Orange3 Prototype Widget “Significant Groups” to work?

The Prototype Widget "Significant Groups" would be a great help in hypothesis testing. Has anyone gotten it running??? I have tried just about everything. Whenever I try to "Compute", I get the ...
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1answer
178 views

Getting results of folds in orange canvas

I am using Orange Data mining 3.8 to classify a dataset using leave one out cross validation. I know that the results ($AUC$, $CA$, $F1$) are averaged; How can I get the results ($AUC$, $CA$, $F1$) ...
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0answers
255 views

How to tune the hyper-parameters of an estimator in Orange Tool

Hi I want to tune/search hyper-parameters of SVM in Orange tool. How can I do? I want to apply Exhaustive Grid Search to SVM http://scikit-learn.org/stable/modules/grid_search.html
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0answers
419 views

P-values in Orange

I'm new to orange and struggling to find p-values, using different regression tools. It seems the outputs are only coefficients. What am I missing?
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0answers
739 views

Use Feature Constructor in Orange to extract number from string?

I would like to use the Feature Constructor to extract numbers from a column of strings. ...
3
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1answer
252 views

Using already trained classifiers in Orange

I know that with Orange it is possible, using the 'Test & Score" widget, to test the performance of a classifier trained on a specific training set using a different test set ('Test on test data' ...