As well as the more traditional data processing tasks, KnowledgeKube data processing can also apply advanced statistical analysis functions and machine learning algorithms.
Advanced Statistical Analysis
Group data by influences
Identify trends not directly visible in the data.
Identify trends not considered before.
Generate/approximate values for gaps in data
Back into the pipeline.
CSV or XML - Limited visibility.
Graph - Improved visibility (especially when clustering)
Machine Learning Capabilities
Clustering = Abnormal Data Detection
Converting Numerical Data to Categorical Data
Adaptive Boosting Classification
Train Data to Improve Predictive Quality.
Classification and Prediction Using Neural Networks
Predict Group Membership, Domains and Properties for New Data or Process for Abnormal Data Detection.