search for: 645383

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2012 Feb 10
1
Custom caret metric based on prob-predictions/rankings
I'm dealing with classification problems, and I'm trying to specify a custom scoring metric (recall at p, ROC, etc.) that depends on not just the class output but the probability estimates, so that caret::train can choose the optimal tuning parameters based on this metric. However, when I supply a trainControl summaryFunction, the data given to it contains only class predictions, so the
2012 Aug 10
1
virtio-scsi <-> vhost multi lun/adapter performance results with 3.6-rc0
...axt=113790msec WRITE: io=32,666MB, aggrb=287MB/s, minb=18,818KB/s, maxb=23,371KB/s, mint=91509msec, maxt=113790msec Disk stats (read/write): sdb: ios=1570992/526078, merge=2/0, ticks=351692/144852, in_queue=496272, util=91.13% sdc: ios=1572517/524594, merge=3/0, ticks=510340/132744, in_queue=645383, util=94.00% sdf: ios=1573298/523843, merge=1/1, ticks=423040/120090, in_queue=543710, util=92.36% sdg: ios=1573447/523777, merge=1/1, ticks=517825/171550, in_queue=690113, util=94.20% sdj: ios=1572489/524739, merge=1/0, ticks=380283/131216, in_queue=513255, util=91.21% sdk: ios=1574152/523...
2012 Aug 10
1
virtio-scsi <-> vhost multi lun/adapter performance results with 3.6-rc0
...axt=113790msec WRITE: io=32,666MB, aggrb=287MB/s, minb=18,818KB/s, maxb=23,371KB/s, mint=91509msec, maxt=113790msec Disk stats (read/write): sdb: ios=1570992/526078, merge=2/0, ticks=351692/144852, in_queue=496272, util=91.13% sdc: ios=1572517/524594, merge=3/0, ticks=510340/132744, in_queue=645383, util=94.00% sdf: ios=1573298/523843, merge=1/1, ticks=423040/120090, in_queue=543710, util=92.36% sdg: ios=1573447/523777, merge=1/1, ticks=517825/171550, in_queue=690113, util=94.20% sdj: ios=1572489/524739, merge=1/0, ticks=380283/131216, in_queue=513255, util=91.21% sdk: ios=1574152/523...