How To Set up RapidMiner library in Android Studio

I am currently working on an object recognition app. I'm using Android Studio and I have created a Neural Network model on Rapid Miner Studio and saved it as PMML. I want to apply this model on a set of extracted features in Android Studio so that I can obtain a prediction (e.g: is the object a fruit/vegetable/nut?). However, I'm not able to integrate the Rapid Miner library in Android Studio. I've downloaded "rapidminer-extension-template" from https://github.com/rapidminer/rapidminer-extension-template. Is it the correct file that should be downloaded?

I have looked for a working solution for the past 4 days but I can't seem to find one.

Do I have to use the Rapid Miner library to apply the PMML model or is it possible to use something else?

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theatozchannel5

It is possible to import the PMML file in Android Studio. I had to add a library ("pmml-model-1.3.9.jar" along with the schema library: "pmml-schema-1.3.9") that supports it. Now I only have to look for the library's documentation to be able to apply the model on a set of features to obtain a prediction.

Thanks for the help

theatozchannel5

I downloaded the wrong library and found out about this only after receving an email from the library developer stating that the pmml-evaluator library had to be used instead of pmml-model.

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Thomas_Ott

Ok, I'm not familiar with Android but maybe a RapidMiner Server is what you need to fill the gap.

If you're writing an Andriod app to do something, you could ping an entire RapidMiner process via a RapidMiner Server exposed REST API address. This way the app can communicate with RapidMiner and give a response.

theatozchannel5

Thanks for your reply. The app is not supposed to require Internet connection to work.

I just need to know:
1. if it is possible to save a Neural Net RapidMiner model as PMML
2. can i import this PMML file in Android Studio/Eclipse so that I can apply it on an ExampleSet to obtain a prediction

Thomas_Ott

1. There is a PMML extension but I'm not sure if you can save a neural net model in PMML format. I would install the extension and test it out.

2. I can't say anything about merging PMML with Andriod Studio, assuming the NN can be saved in PMML format, you'd probably have to check if the Andriod would even support PMML.

theatozchannel5

I downloaded the wrong library and found out about this only after receving an email from the library developer stating that the pmml-evaluator library had to be used instead of pmml-model.