Operating with a price cap of $2,500 per work, Altoids buys around two dozen works a year, sending each new batch out on a cross-country tour.
The one that really popped for me was BATCH OUT OF HELL, or "Cookies baked by Satan?" But we've got some awesome long Down entries, like DON'T BE SHY, FULL STOP, COLD CASES, and my beloved SPAMALOT.
In the first case, a three-batch out-to-in refueling strategy is designed.
To provide an out-of-batch estimate of performance, leave-one-batch-out cross validation was performed by training on each combination of all but one data set and testing on the left-out data set.
Furthermore, the significant variability observed in performance between data sets supports the use of leave-one-batch-out cross validation instead of designating a single data set as the test cohort.> -wrap-foot> Leave-one-batch-out cross validation performance for a classifier trained on three of the four whole blood infliximab data sets, and tested on the left-out data set.
While the use of retrospective samples in various internal validation cohorts (through repeated 10-fold and leave-one-batch-out cross validation) is statistically valid and rigorous, ultimately a large prospective study is needed for classifier validation.
For our highlights from all three batches, check out TechCrunch's top 8 startups from Demo Day.
[Update: For our favorites from across all three batches, check out TechCrunch's top 8 startups from Demo Day].
The first two batches of tickets sold out right away.
The neon Hot Doughnuts Now sign lights up when a fresh batch comes out of the oven.
