Model Training¶

AutoNeuro will train the models with different hyper parameters and generate report for the best model. If the data is trained successfully then you will be able to see reports.

Training the data¶

select problem type from Choose a problem type dropdown (Regression/Classification)
select unwanted columns to be dropped from Drop Unwanted Columns dropdown (all the columns from your dataset will be listed here)
select the target Column (dependent column which you want to predict) from Select Target Column dropdown.(all the columns from your dataset will be listed here)
enter the Symbol to be replaced to replace the null values in the dataset.
enter the Threshold for null values (ffor the columns with null values)

Select Problem

Once the model is trained , the reports will be displayed as given below:

Reports¶

XGBoost Model¶

xgboost1

xgboost2

Random Forest Model¶

rfboost1

rfboost2

Column Usage¶

column_usage