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Your help to enhance my RNN-LSTM solution
Hello everyone, In the first place, I would like to thank you for this helpful RapidMiner community platform that helped me a lot in solving many issues in developing this early prediction model. Thus, I am seeking the RapidMiner community's advice regarding my process. Actually, I am trying to develop an early prediction…
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How to resolve root_mean_squared_error root_mean_squared_error: 0.211 +/- 0.000
Hello, I have this model for my Decision Support System in Disease Analysis. I try to use neural network and I encounter this issue. I need help.
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！！Experts please help the stupid kid
When I used rnn to predict text sentiment, I reported an error in the apply model (generic) step. I followed the tutorial case provided by rapidminer to build the process, and the input was converted to tenor. I don’t know what went wrong. I hope everyone can Give me some pointers, it would be greatly appreciated!！！！！!
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！！！！deep leanrning-RNN(Recurrent neural networks)
I want to use RNN for text analysis,using customer reviews on the Amazon platform but I only found the operator add recurrent layer. How should I build it? My data table cannot be input into this operator, please help!
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Prediction by using "Model Import (Keras)" operator
Hello, I want to create "prediction-model" by using "Model Import (Keras)". I trained DNN model for prediction in python and save the model as h5-file format. Then, I read the file by "Model Import (Keras)" and tried predicting, but it didn't work as I thought. The output of this operator was "classification", not…
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How do I introduce random/new data into a Neural Net model?
I have built a (supervised training) Neural Net model to predict instances of Diabetes. How do I introduce new patient data to the model to get predictions on these patients?
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Using Word2Vec with LSTM
Hi everyone! I am new to RapidMiner. All my background is in Python language. I will explain my problem but unfortunately, I can't provide any images right now. I follow some tutorials for creating a word2vec model and saving it ( or another option we can download a pre-train model). However, I have huge cuorps around…
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CUDA, MKL libraries with Educational license
Can I use the CUDA and/or MKL libraries with an Educational license? Some posts say it works, but RapidMiner Studio states that those backends only available with paid licenses. I couldn't make it work and before struggling any more I would like to make sure. Thanks Francisco
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POS in text preprocessing fails why?
Hello RapidMiner community, I have one use case which is basically, I need to filter the sentence by part of speech in text preprocessing extension. however, the filter fails to detect NNP when the name is lowercase. Does anyone have a solution to this? Thanks, Mohammed
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I need a gaudlines to use Word2Vec extension
Hello! I am a newbie here and with RapidMiner. I have been searching for a tutorial to train word2vec with a dataset in CVS and use it with deep learning extension to build an LSTM model. however, I am running with the problem. I don't know how to train the word2vec correctly or prepare the data to pass it to the embedding…
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can someone help me with the data processing ?
I need to run, analyze this data to make predictions through deep learning specifically LSTM layer
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Predicting stock price using LSTM
Hi! I am a final year student and currently doing my final year project. I have a question regarding rapidminer. Currently, im using rapidminer to do my final year project where i need to predict stock prices using LSTM. I have done the data pre-processing part and still figuring on how to proceed to the next step which is…
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Get hidden layer's output
Hello, everyone. How can I get the output of the hidden layer of deep learning model?thanks a lot
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PINNs with Rapidminer
Hi @MartinLiebig, Maybe you can help me with this topic. Have you experience or examples or somethig about the use of Physics-informed neural networks (PINNs) in RM? Is that possible? Cheers
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Testing set in Hierarchical Classification with Cross Validation
Hello, I'm trying to apply a Hierarchical Classification, and it works with the Cross-Validation (Training-Validation set) operator. But, the problem is when I'm using the testing set, because Performance operator does not show results for each nodo. Instead, it shows like a multi-label classification, then seems like when…
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How do you get the Neural Net to work?
Hi, For a project I am truing to predict rating levels associated with user reviews from Amazon Reviews using the available features. Inside cross validation I have Random Forest and in Split Validation I have Neural Net (which won't work). Should I use Neural Net? How do I get the model to predict more than just high? How…
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Tensor & Keras
How would we deploy a Flatten (Keras) layer in Tensor layers?
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Prediction with Deep Learning / LSTM
So far, I have done time series forecasting (e.g., stock
value forecasting) using autoregression ARIMA, using the operators
Retrieve--Filter Examples--ARIMA--Apply Forecast. Since the extensions for LSTM layers are now available, I
wanted to try the time series forecasts with Deep Learning. To do this, I simply replaced…
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Rapidminer Local Repository
Hello everyone! Local repository is not showing after I install rapidminer, that means I cannot import any file.. please I need your help
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Set Neural Net weights as desired
Hi, I want to know how to setting the weights of neural net operator manually before the calculation. i already try using "weight by user specification" and "scale by weights" but the result is the same like when im not try change the weights. i need to know the first weights that neural net operator used. Best regards,…
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How to do Anomaly Detection with AutoEncoder?
I am unable to do anomaly detection with AutoEncoder operator. I have gone through the tutorial process of autoencoder but unable to understand it. Please help.
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Ignore Deep Learning Errors!
Unfortunately, the Deep Learning module can not send its exception gentle and it fails the entire process, so, I can not use it in Optimize operators like Gird Search, because the entire process will fail by a configuration error! Besides, its errors are not clear and I can't understand how should I solve the problem…
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Cannot reset network to smaller learning rate - Optimization parameter
Hello Guys I'm working on a final project using rapid miner on COVID-19 data. I did the parameter optimization process. I entered a value for the learning rate in the range of 0.00 - 0.99 with a step count of 10 and for training_cycles in the range 1-200 for a step count of 10. Initially, there was no problem with that…
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Classifying? / Labelling? Time series examples
Hi. I'm new to this but I think I can muddle my way through most of it. The one thing I'm struggling with is that I have a collection of time series examples that I basically want to organise into two groups, True and False, so that I can use the Deep Learning extension on them. What's the best way of applying a label for…
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Getting error while using latest deep learning extension and ND4J backend extension. ND4J not active
My rapidminer version is 9.10. I have installed latest DEEP LEARNING & ND4J BACKEND extension, but while using deep learning I am getting the error ND4J NOT ACTIVE. Please help