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Auto Model Regression Results on Absolute Error and Squared Error
I have inquiry on absolute error and squared error. Does this same with mean absolute error (MAE) and mean squared error (MSE)? I did read the documentation but I'm still slightly confuse. Another question is does the relative error is same as important for regression? Would be great if someone can explain these to me.…
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Auto Model gives error for all models with this set of data. How can I fix this?
I'm new to RapidMiner so it could most definitely be an oversight on my part but I've been racking my brain over this for the past couple hours and can't find what's wrong. Help would be very much appreciated.
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Need Help In My Assignment
Predicting credit downgrades
Firms’ credit rating is one of the key parameters in investment, financial and operational
decision making. Your company asked you to assist in the company’s risk evaluation using a
dataset of firms that the company in may consider for investment. The dataset includes financial
variables,…
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Auto model error
I have been trying to use rapid miner on this data set but no matter what, it always show error. What should I do?
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what's the next step after generating a model using auto model
hello, i'm a newbie, i used auto model and i have a saved process of gradient boosted trees. my problem is i have explained results on only a few of the data i believe because auto model split the data set to training and testing, i want the results of all of the data . also, if i want to apply new data on the model how…
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Hi
I would like to know if there's form to delete the column Row No.
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Features not supported under this license. Auto model features are not enabled
I am currently using the Educational/Free edition of Rapid Miner and I am unable to even launch the rapidminer file because of a licencing issue. How should I proceed? It asks me to utilise a premium licence. Could you please assist me with this problem? Enclosed is the error attachment for your reference.
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My auto model is showing error for all models
These data comes from my simulation done in Abaqus for my engineering FYP. I'm trying to use machine learning to predict the behaviour of the results. I'm suppose to predict the results for column G, H, I, J, K using inputs from column B, C, D, E, F (100 rows of results). However, auto model is unable to generate any…
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How do i proceed with adding cross validation to auto model?
Here's my attempt at this. I opened an AM process (i selected SVM), then when i was in the design window, i selected create validation set. After that, i clicked on Split validation and right clicked to replace the operator with CV (under validation). Then i clicked on the CV and in the training window i added a decision…
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Auto model
Auto Model don't work with 80 hundred examples and 12 regular attributes using Studio Educational license. Are there data limitations?
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How to a use Auto Model for data that I have already split into train and test?
I am trying to solve an imbalanced binary classification problem using a model to predict the minority class (stroke victims). I used oversampling on the training data to make synthetic instances of stroke cases so that I could address the data imbalance issue. However, I kept the test data as its normal imbalanced…
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The attribute A) was already present in the example set.
Dear All, I have a dataset from Kaggle (updated). I loaded it into RapidMiner Studio and I would like to prepare a model with Auto Model function. I tried all of the opportunities but these showed the following error: Error Process: Support Vector Machine The attribute A) was already present in the example set. Details…
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Auto model validation
From what I have read auto model splits the data into 60:40% and then splits the 40 into 7 subsets and performs the scoring on those and produces the performance as average. Is the hyperparamter tuning or validation done using the 40%? If so how can this 40 then be used for scoring when the validation was already done on…
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Where can I find the results from training procedure?
From RM's auto model performance results, is there any way I can obtain/view performance results from the training procedure? This is as I was asked to compare the model's performance between training and testing...Thank you
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Columns with too many values
Hello. I am using AutoModel for a regression problem ( my target is continuous). I have 3 input parameters for which I have categorical values. For one of them I have 27 values, for the other 16, but for another I have 107. I have toggled off the option of "Remove columns with too many values". Does this ensure that the…
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Simulator and test-training data in Automodel
Hello, I am using AutoModel. I have some questions : 1. Is the simulator based on test data, training data or all data ? 2. How do I ensure that my test dataset is balanced, I have a lot of categorical variables, how do I ensure then the test dataset is balanced ? 3. Can I see metrics for both training and test error rates…
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Automodel Select Inputs comes back blank after initial run
Rapidminer 9.10 Platform: MacOS Monterey 12.4, M1 chip I am exploring a new data set and decided to use automodel to get started. The issue is that there are several fields in the data set that are highly correlated with the outcome variable that I want to predict (including a categorical version and a continuous version…
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Auto Model one hot encoding
Hello, I am using automodel in rapid miner studio. The problem I have is that I have a categorical variable, therefore one hot encoding is needed. However, the number of categories is more than 50 , what can I do so the algorithm takes it into consideration and does not ignore it
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Accuracy of models all the same
Hi, I ran my data on RM's automodel for prediction and the results showed that all models have the same accuracy rate. I have no idea why this happened. Can anyone explain to me what can be the possibilities that it came to be like this? Thank you
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How come there is a difference in the Model and the Prediction in a decision tree made by automodel?
Hi everyone, I am training a model for classic churn prediction. I would like to get a decision tree made by the a feature.What I don't understand is, that it creates a model/tree, but the predictions do not match this tree.As you can see we have a customer (number 12) which was predicted as 'Kündiger' he has a LZ Abo bis…
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How to save?
Hey so I have a problem. When I would like to uplod a csv file from my computer in auto model I can not save it. Everything is fine until the finish line. It doesn't bring up my saving options so I can't choos one. So I can not start anything. Any tips?
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Enquiry on model's settings
Hi, As part of our journal article revision submission, I was asked by the journal article's reviewer to include the specific settings for each algorithm we used in RapidMiner's auto model (we used all except SVM). We explained that we did not report them for easy understanding. However, we were told that the settings are…
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Does RapidMiner support auto retraining of ML models?
It is possible to automate retraining of ML models in rapidminer?
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can anyone know about this, this happen when i do import exiting model and this happen
i
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How can see the exact test set used for model results in Auto Model?
I can't seem to figure out how to find the exact observations of a given data set Auto Model has used for evaluation. Is it possible to get this information (and maybe export it)? It would be interesting