 | Run 1302 |
| Creator | kerenl |
| Program | kernel-center_shrink_knn_svd_em-r |
| Dataset | collaborativefiltering-sample |
| Task type | CollaborativeFiltering |
| Created | 28d16h ago |
Done! 
| 1s | |
| 52M | |
| CollaborativeFiltering | |
| 0s | |
| 3.15 | |
| 2.97 | |
| 0s | |
| 1.23 | |
| 1.02 | |
Log file
Usage: "run learn trainingFileName" OR "run predict testFileName predictionFileName" === Starting: cd /home/mlcomp/worker1/scratch/program0/../program1 && ./run learn '/home/mlcomp/worker1/scratch/program0/../dataset2/train' number of users : 3number of movies : 3[1] "start optimization" [1] "start optmize" guessing user: 1 guessing user: 2 guessing user: 3 [1] "finish preds" optimization step: 1 the difference is: 2.136364 the current difference is : 12 err1: 6.366297e-15 err2: 4.091172e-15 change: 1e+05 optimization step: 2 the difference is: 1.165734e-14 the current difference is : 12 err1: 6.335729e-15 err2: 4.202194e-15 change: 3.056737e-17 === Finished: cd /home/mlcomp/worker1/scratch/program0/../program1 && ./run learn '/home/mlcomp/worker1/scratch/program0/../dataset2/train' --- OK [0s] === Starting: cd /home/mlcomp/worker1/scratch/program0/../program3 && ./run stripLabels '/home/mlcomp/worker1/scratch/program0/../dataset2/train' '/home/mlcomp/worker1/scratch/program0/evalTrain.in' === Finished: cd /home/mlcomp/worker1/scratch/program0/../program3 && ./run stripLabels '/home/mlcomp/worker1/scratch/program0/../dataset2/train' '/home/mlcomp/worker1/scratch/program0/evalTrain.in' --- OK [1s] === Starting: cd /home/mlcomp/worker1/scratch/program0/../program1 && ./run predict '/home/mlcomp/worker1/scratch/program0/evalTrain.in' '/home/mlcomp/worker1/scratch/program0/evalTrain.out' [1] "/home/mlcomp/worker1/scratch/program0/evalTrain.in" [1] "/home/mlcomp/worker1/scratch/program0/evalTrain.out" prediction dimension is: 3 3 userID is: 1 itemID is: 1 prediction is: 0.4772727 e is: 1 test prediction is: 0.4772727 prediction is: 0.4772727 [1] 16 [1] 4 userID is: 1 itemID is: 2 prediction is: -0.4772727 e is: 2 test prediction is: -0.4772727 prediction is: -0.4772727 [1] 25 [1] 7 userID is: 2 itemID is: 1 prediction is: -0.5227273 e is: 3 test prediction is: -0.5227273 prediction is: -0.5227273 [1] 34 [1] 10 userID is: 2 itemID is: 3 prediction is: 0.5681818 e is: 4 test prediction is: 0.5681818 prediction is: 0.5681818 [1] 50 [1] 14 userID is: 3 itemID is: 3 prediction is: 0.09090909 e is: 5 test prediction is: 0.09090909 prediction is: 0.09090909 [1] 51 [1] 15 [1] "rmsd:" [1] 51 [1] "mean error:" [1] 15 root mean square error: 3.193744 absolute mean error: 3 === Finished: cd /home/mlcomp/worker1/scratch/program0/../program1 && ./run predict '/home/mlcomp/worker1/scratch/program0/evalTrain.in' '/home/mlcomp/worker1/scratch/program0/evalTrain.out' --- OK [0s] === Starting: cd /home/mlcomp/worker1/scratch/program0/../program4 && ./run evaluate '/home/mlcomp/worker1/scratch/program0/../dataset2/train' '/home/mlcomp/worker1/scratch/program0/evalTrain.out' === Finished: cd /home/mlcomp/worker1/scratch/program0/../program4 && ./run evaluate '/home/mlcomp/worker1/scratch/program0/../dataset2/train' '/home/mlcomp/worker1/scratch/program0/evalTrain.out' --- OK [0s] === Starting: cd /home/mlcomp/worker1/scratch/program0/../program3 && ./run stripLabels '/home/mlcomp/worker1/scratch/program0/../dataset2/test' '/home/mlcomp/worker1/scratch/program0/evalTest.in' === Finished: cd /home/mlcomp/worker1/scratch/program0/../program3 && ./run stripLabels '/home/mlcomp/worker1/scratch/program0/../dataset2/test' '/home/mlcomp/worker1/scratch/program0/evalTest.in' --- OK [1s] === Starting: cd /home/mlcomp/worker1/scratch/program0/../program1 && ./run predict '/home/mlcomp/worker1/scratch/program0/evalTest.in' '/home/mlcomp/worker1/scratch/program0/evalTest.out' [1] "/home/mlcomp/worker1/scratch/program0/evalTest.in" [1] "/home/mlcomp/worker1/scratch/program0/evalTest.out" prediction dimension is: 3 3 userID is: 1 itemID is: 3 prediction is: 2.954545 e is: 1 test prediction is: 2.954545 prediction is: 2.954545 [1] 40.78564 [1] 6.386364 userID is: 2 itemID is: 2 prediction is: 3 e is: 2 test prediction is: 3 prediction is: 3 [1] 82.7407 [1] 12.86364 userID is: 3 itemID is: 1 prediction is: 3.045455 e is: 3 test prediction is: 3.045455 prediction is: 3.045455 [1] 99.1064 [1] 16.90909 userID is: 3 itemID is: 2 prediction is: 3 e is: 4 test prediction is: 3 prediction is: 3 [1] 114.7448 [1] 20.86364 [1] "rmsd:" [1] 114.7448 [1] "mean error:" [1] 20.86364 root mean square error: 5.355951 absolute mean error: 5.215909 === Finished: cd /home/mlcomp/worker1/scratch/program0/../program1 && ./run predict '/home/mlcomp/worker1/scratch/program0/evalTest.in' '/home/mlcomp/worker1/scratch/program0/evalTest.out' --- OK [0s] === Starting: cd /home/mlcomp/worker1/scratch/program0/../program4 && ./run evaluate '/home/mlcomp/worker1/scratch/program0/../dataset2/test' '/home/mlcomp/worker1/scratch/program0/evalTest.out' === Finished: cd /home/mlcomp/worker1/scratch/program0/../program4 && ./run evaluate '/home/mlcomp/worker1/scratch/program0/../dataset2/test' '/home/mlcomp/worker1/scratch/program0/evalTest.out' --- OK [0s] real 0m2.980s user 0m2.236s sys 0m0.276s
Run specification 
Results
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