Hi Guys,

Machine Learning functions in WebFOCUS 8207 version. Anyone?

This message has been edited. Last edited by: FP Mod Chuck,

yes, available

Hi have you used these functions ?
I want to integrate data science model in webfocus.

Yes, checkout Rstat. Meanwhile there are also some analytic builtin Funktions to do some data preparation. What kind of model do you have?

Hi Frans,

Yes i do know about RSTAT but i have a model in python and as per the functions available in WebFOCUS.

1. Machine Learning (Python Based)

ANOMALY_IF - Isolation Forest Anomaly Detection
CLASSIFY_BLR - Binary Logical Regression
CLASSIFY_KNN - K Nearest Neighbors classification
CLASSIFY_RF - Random forest Classification
CLASSIFY_XGB - Extreme gradient boosting classification
REGRESS-KNN - K Nearest Neighbors Regression
REGRESS_POLY - Polynomial regression
REGRESS_RF - Random forest regression
REGRESS_XGB - Extreme gradient boosting regression
RUN_MODEL - Load and RUN ML model
RUN_MODEL2 - Load and RUN ML model (override predictors)

2. Statistical

CORRELATION - Correlation between two fields
MULTIREGRESS - multiple linear regression
KMEANS_CLUSTER - K means clustering
OUTLIER - Identify outliers
RESERVE - User R Script execution
PYTHON - Use Python function execution
STDDEV – Standard deviation

I specifically want to use RUN_MODEL and
RUN_MODEL2 which states that if a model is available in PYTHON we can directly run it inside WebFOCUS.