## Slides with most views in mehanics and mechanical engineering

# Methods to Estimate Test Error - Pattern Recognition - Lecture Slides

The key points are: Methods to Estimate Test Error, Cross-Validation, Choosing Parameters, Bootstrap Methods, Sampling with Replacement, Bootstrap Estimate of Error, Feature Vector, Bootstrap Sample, Bootstrap Data Set, Training Sets

# Support Vector Machine - Pattern Recognition - Lecture Slides

The key points are:

# Multilayer Feedforward Neural Networks - Pattern Recognition - Lecture Slides

The key points are: Multilayer Feedforward Neural Networks, Algorithm for Training, Minimizing Empirical Risk, Recursive Formula, Partial Derivatives, Batch Mode Operation, Online Learning, Output Layer, Similar Computation, Arbitrary Example