Request for log_loss support as a metric for neuralnet_classifier.create

User 3215 | 2/16/2016, 8:52:35 AM

I was wondering if this is possible, as logloss seems suitable for quite some real classification problems (and also used as the evaluation metric in several machine learning competitions!).

Thanks.

Comments

User 12 | 2/16/2016, 6:17:12 PM

Hi, The GraphLab Create "evaluation" module does contain log-loss. It can be used with any classifier, including the neural network classifier. The API doc for log-loss is here: https://dato.com/products/create/docs/generated/graphlab.evaluation.logloss.html#graphlab.evaluation.logloss

Thanks, Brian