/profits-forecast

Created for toolchain: https://console.bluemix.net/devops/toolchains/5ade5a1d-417f-498c-b372-9a5993b3edf4

Primary LanguageHTMLApache License 2.0Apache-2.0

About

Forecast Profits for Clothing Sales - sample uses a TimeSeries predictive model trained on recent purchase history of men's clothing to forecast profits for the next 4 time periods or a Streaming TimeSeries self-learning model to dynamically learn how to predict the next 4 time periods based on past purchases by women. Both take a input of sales data on a current time period to make their prediction.

Prerequisites

Models available in \model subdirectory (catalog_timeseries.str, catalog_streaming_timeseries.str) have to be uploaded to the Watson Machine Learning instance using Dashboard (drop box). Make sure that uploaded models are named correctly (contextID).

catalog_timeseries.str --> catalogTS

catalog_streaming_timeseries.str --> catalogSTS

For reference please see screenshot below.

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After successful models upload deployed application should provide scoring capability as shown below.

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Deploy to Bluemix

Note that the application is fully functional only if bound to an instance of the Watson Machine Learning service, which must be done manually.