I have started reading this book "Applied Predictive Modeling" to enhance my knowledge of statistic, machine learnig, predictive modeling, etc. I will keep some notes to myself.

• Bias vs variance tradeoff.
  • http://en.wikipedia.org/wiki/Bias%E2%80%93variance_tradeoff
  • http://scott.fortmann-roe.com/docs/BiasVariance.html
• One-standard error method (pg 75).