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Keras: confusion matrix with predict_generator

How to get predictions with predict_generator on streaming test data in Keras?Making Keras + Tensorflow code execution deterministic on a GPUFormat for X_train in keras using theanoKeras LSTM: use weights from Keras model to replicate predictions using numpyHow can I find out what class each of the columns in the probabilities output correspond to using Keras for a multi-class classification problem?Deep learning with Tensorflow: training with big data setsHow exactly does class_weight in Keras work?Why does my custom categorical cross-entropy explode with Keras while not with TensorFlow?Keras multi input model loss plummets, doesn't trainKeras' fit_generator() is not calling my generator

0

$begingroup$

I'm not using "ImageDataGenerator" because I'm using hdf5 files. I used DataGenerator class (1) to feed data to the "model.fit_generator". How can I get the confusion matrix given that I have batches of random data? Notice that I know how to get it with "model.predict" using sklearn.

(1) https://stanford.edu/~shervine/blog/keras-how-to-generate-data-on-the-fly#

keras tensorflow

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edited 7 hours ago

naive

2366

asked 12 hours ago

cabecabe

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add a comment | 

0

$begingroup$

I'm not using "ImageDataGenerator" because I'm using hdf5 files. I used DataGenerator class (1) to feed data to the "model.fit_generator". How can I get the confusion matrix given that I have batches of random data? Notice that I know how to get it with "model.predict" using sklearn.

(1) https://stanford.edu/~shervine/blog/keras-how-to-generate-data-on-the-fly#

keras tensorflow

share|improve this question

edited 7 hours ago

naive

2366

asked 12 hours ago

cabecabe

11

New contributor

cabe is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

$endgroup$

add a comment | 

$begingroup$

I'm not using "ImageDataGenerator" because I'm using hdf5 files. I used DataGenerator class (1) to feed data to the "model.fit_generator". How can I get the confusion matrix given that I have batches of random data? Notice that I know how to get it with "model.predict" using sklearn.

(1) https://stanford.edu/~shervine/blog/keras-how-to-generate-data-on-the-fly#

keras tensorflow

share|improve this question

edited 7 hours ago

naive

2366

asked 12 hours ago

cabecabe

11

New contributor

cabe is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

$endgroup$

share|improve this question

edited 7 hours ago

naive

2366

asked 12 hours ago

cabecabe

11

New contributor

cabe is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

share|improve this question

edited 7 hours ago

naive

2366

asked 12 hours ago

cabecabe

11

New contributor

cabe is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

edited 7 hours ago

naive

2366

edited 7 hours ago

naive

2366

asked 12 hours ago

cabecabe

11

New contributor

cabe is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.

asked 12 hours ago

cabecabe

11