 | Run 1300 |
| Creator | kerenl |
| Program | kerenl-center_svd_em-r |
| Dataset | collaborativefiltering-sample |
| Task type | CollaborativeFiltering |
| Created | 2y227d ago |
Done! 
| 2s | |
| 415M | |
| CollaborativeFiltering | |
| 3.00 | |
| 3.00 | |
| 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] 3 3 [1] 5 3 V1 V2 V3 1 1 1 4 [1] "calculating rmsd error" [1] 48.70775 [1] "calculating mean abs error" optimization step: 1 the difference is: 15 the current difference is : 12 err1: 3.121146 err2: 3.010188 change: 99996.88 [1] 3 3 [1] 5 3 V1 V2 V3 1 1 1 4 [1] "calculating rmsd error" [1] 48.70775 [1] "calculating mean abs error" optimization step: 2 the difference is: 8.255874e-15 the current difference is : 12 err1: 3.121146 err2: 3.010188 change: 4.440892e-16 === 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: 0.9545455 e is: 1 test prediction is: 0.9545455 prediction is: 0.9545455 [1] 16 [1] 4 userID is: 1 itemID is: 2 prediction is: -8.164584e-16 e is: 2 test prediction is: -8.164584e-16 prediction is: -8.164584e-16 [1] 25 [1] 7 userID is: 2 itemID is: 1 prediction is: -0.04545455 e is: 3 test prediction is: -0.04545455 prediction is: -0.04545455 [1] 34 [1] 10 userID is: 2 itemID is: 3 prediction is: 1.045455 e is: 4 test prediction is: 1.045455 prediction is: 1.045455 [1] 50 [1] 14 userID is: 3 itemID is: 3 prediction is: -1.954545 e is: 5 test prediction is: -1.954545 prediction is: -1.954545 [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] 34.91736 [1] 5.909091 userID is: 2 itemID is: 2 prediction is: 3 e is: 2 test prediction is: 3 prediction is: 3 [1] 70.91736 [1] 11.90909 userID is: 3 itemID is: 1 prediction is: 3.045455 e is: 3 test prediction is: 3.045455 prediction is: 3.045455 [1] 108.0165 [1] 18 userID is: 3 itemID is: 2 prediction is: 3 e is: 4 test prediction is: 3 prediction is: 3 [1] 144.0165 [1] 24 [1] "rmsd:" [1] 144.0165 [1] "mean error:" [1] 24 root mean square error: 6.000344 absolute mean error: 6 === 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 0m3.000s user 0m2.164s sys 0m0.472s
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Results
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