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experiment-breakout-bust

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Optimize fantasy baseball breakout-bust predictions

Data & Analytics#feature engineering#prediction#model testing#breakout-bust#fantasy baseball
Authoredpaget
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates the process of experimenting with features to improve the accuracy of fantasy baseball breakout-bust predictions.

Core Features & Use Cases

  • Feature Engineering Experimentation: Run experiments to discover and test new features for breakout-bust predictions.
  • Automated Experiment Loop: Automates the entire process of diagnosing weaknesses, generating hypotheses, testing candidates, and logging results.
  • Model Comparison: Compare the performance of different feature sets on the breakout-bust classifier.
  • Use Case: A user looking to improve the accuracy of their breakout-bust predictions can use this Skill to automate the process of feature engineering and testing.

Quick Start

Run the experiment with the command: uv run fbm experiment --model breakout-bust --player-type batter

Dependency Matrix

Required Modules

pythonastral-uv

Components

scriptsreferences

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: experiment-breakout-bust
Download link: https://github.com/edpaget/bot-showalter/archive/main.zip#experiment-breakout-bust

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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