← 03 AI Statistical Analysis
STEP 02
Variable Understanding & XAI Confirmation
Derives explainable, high-performance X-variable combinations for the Y variable via statistical importance, distribution-bin random tests, and tree-based validity analysis.
Capabilities
Capabilities
Explainable X Combination
Derives X combinations that are both explainable and performant for the Y variable.
Statistical Importance
Evaluates importance via distribution-bin random testing.
Tree-Based Validity
Confirms the visual/semantic validity of variable derivation with tree-based analysis.
Result
Reduced analysis variable set
PPTX Evidence
Source Evidence
Source — XimTier menu PPTX · Slide 34
