In this work, we demonstrate how an unconventional iteration-free AutoML pipeline can significantly speed up the optimization process, while achieving�...

We present Oracle AutoML, a novel iteration-free AutoML pipeline designed to not only provide accurate models, but also in a shorter runtime. We are able to�...

Each stage of the Oracle AutoML pipeline uses these proxy models to efficiently narrow down the search space. Algorithm selection uses them to rank algorithms,�...

AutoML User Interface (AutoML UI) is an Oracle Machine Learning interface that provides you no-code automated machine learning modeling.

We present Oracle AutoML, a novel iteration-free AutoML pipeline designed to not only provide accurate models, but also in a shorter runtime. We are able to�...

The AutoML pipeline provides a tuned ML pipeline that best models the given training dataset and a prediction task at hand. AutoML has a simple pipeline�...

A pipeline is defined as an algorithm, selected data feature set, and set of algorithm hyperparameters. Note: This option works with the broader set of�...

Oracle AutoML is presented, a novel iteration-free AutoML pipeline designed to not only provide accurate models, but also in a shorter runtime,�...

The HeatWave AutoML ML_TRAIN routine leverages Oracle AutoML technology to automate the process of training a machine learning model.

Dec 19, 2020 � Oracle AutoML solves two problems aforementioned by automating the algorithm selection and accelerating hyper-parameter optimization. Automate�...