Altair slc kera deep neural networks pnn to classify iris species using flower meaurements
Graphics
https://github.com/rogerjdeangelis/utl-altair-slc-kera-deep-neural-networks-pnn-to-classify-iris-species-using-flower-meaurements/blob/main/confusion_matrix.png
https://github.com/rogerjdeangelis/utl-altair-slc-kera-deep-neural-networks-pnn-to-classify-iris-species-using-flower-meaurements/blob/main/training_history.png
Too long to post on a list, see github
https://github.com/rogerjdeangelis/utl-altair-slc-kera-deep-neural-networks-pnn-to-classify-iris-species-using-flower-meaurements
altair community
https://community.altair.com/discussion/54087/keras-in-rapid-miner?tab=all
The Python code below is functionally equivalent to Keras classification analysis for the Iris dataset.
Both implement multi-class deep neural network classification with similar architecture,
training, and evaluation.
SOAPBOX ON
I added missclassifications to the input to aviod
perfect classifications.
PNN makes heavy use of
probability density functions and bayes rule.
The posterior probability influences the classification.
SOAPBOX OFF
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