Analyze Experiment Results

Analyze: $ARGUMENTS

Workflow

Step 1: Locate Results

Find all relevant JSON/CSV result files:

• Check figures/, results/, or project-specific output directories
• Parse JSON results into structured data

Step 2: Build Comparison Table

Organize results by:

• Independent variables: model type, hyperparameters, data config
• Dependent variables: primary metric (e.g., perplexity, accuracy, loss), secondary metrics
• Delta vs baseline: always compute relative improvement