Editing Talk:Pet gear

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== Analysis ==
== Analysis ==
  * Generate a data set with a column for _all_ known features, including pet spell name, focus level, each of the stats on any piece of equipment accumulated, known stats from the spell buffs applied, all types of damage aggregate pr combat, and calculated derrived fields
  * Generate a data set with a column for _all_ known features, including pet spell name, focus level, each of the stats on any piece of equipment accumulated, known stats from the spell buffs applied, all types of damage aggregate pr combat, and calculated derrived fields
   * Make a PCA analysis, and find out what is the most important components for DI, Accuracy, total damage, and possibly other related
   * Make a PCA analysis, and find out what is the most important components for DI, Accuracy, total damage, and possibly other re
* Use regression analysis to estimate for example AC, given that we know the level, so that we can attack the mob with a number of differently equipped pets, generate data, and then use the data to determine an approximate value for the Mob. This "Pet Measured AC" can be used to compare mobs, but will most likely differ some from the actual (secret) AC of the mob
* Use Pet Duels, the model, and different gear configurations, to find out what the pets AC is.
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