How to create ML models

Type

To start creating the Point-N-Click model, On the Predict page, click the Point-N-Click button.. Select the business view. The Create Point-N-Click page displays the type of models that you want to c…

Hardik Chheda
Updated 3 months ago by Hardik Chheda

Feature Transform

After selecting the required model, Tellius displays the model page with steps that you need to perform to create the Point-N-Click model. Feature Transform is the first step in the process. Here you…

Hardik Chheda
Updated 3 months ago by Hardik Chheda

Model Selection

After selecting the target variable, dataset, and the features, Tellius displays the model selection page where you select the model algorithm and the necessary options. Now, specify appropriate valu…

Hardik Chheda
Updated 4 months ago by Hardik Chheda

Model Evaluation

After completing the model preparation process, Tellius displays the Evaluate Model page. On the Evaluate Model page, you can view the details of the predictive analytics that Tellius performs by usi…

Hardik Chheda
Updated 3 months ago by Hardik Chheda

Model Use

After checking the model evaluation, Tellius displays the Use page. On the Use page, you can save the model that you have created or you can save and use the model to perform the prediction on anothe…

Hardik Chheda
Updated 3 months ago by Hardik Chheda

Hyper parameter Tuning

Hyper-parameter tuning allows users to tweak their algorithms and alter them to receive the best results for the predictive insights based on the models. Below are two ways of optimizing parameters a…

Hardik Chheda
Updated 3 months ago by Hardik Chheda

Crossfold

Crossfold performs k-fold cross-validation on a specified model in order to evaluate a model's ability to fit out-of-sample data. The procedure splits the data randomly into k partitions, then for ea…

Hardik Chheda
Updated 3 months ago by Hardik Chheda

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