commit 16f8554a411087b95a5e37f4151dee4a22e09806 Author: DroidEvolver <47264370+DroidEvolver@users.noreply.github.com> Date: Sat Feb 2 11:04:54 2019 +0800 Create test diff --git a/test b/test new file mode 100644 index 0000000..0ca694a --- /dev/null +++ b/test @@ -0,0 +1,21 @@ +App buffer generation +App buffer not exists +App buffer initialization +(10477, 14327) (500, 14327) +Start evolving +size of test dataset 11566 11566 500 + 500 +all models are aged 2859 +number of update 2069 2069 +Number of update with wrong pseudo labels 328 +Evolving Process Duration takes 6.56578230858 s +All process takes 531.420182943 s +evaluating predictions + 11566 +all 11566 right 10524 n 5789 p: 5777 tn 5468 tp 5056 fn 721 fp 321 +model pool accuracy: 90.99 tpr: 87.52 fpr: 5.54 +500 500 +original test accuracy [0.8957288637757301, 0.9171710163354874, 0.9106000363826752, 0.9032509103417397, 0.9086979106068611] +pool accuracy [90.99] +pool fscore [90.66] +pool precision [94.03]