ServerRun 15464
Creatorinternal
ProgramMyMediaLite-user-item-baseline
DatasetWordSegmentationData
Task typeCollaborativeFiltering
Created28d18h ago
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Done! Flag_green
7s
418M
CollaborativeFiltering
0s
0.298
0.276
0s
0.105
0.105

Log file

Nothing to construct.
===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
loading_time 0.03
ratings range: [0, 0.984386975548248]
training data: 4 users, 2 items, 5 ratings, sparsity 37.5
UserItemBaseline reg_u=15 reg_i=5 num_iter=10 training_time 00:00:00.0015700 
memory 0
Save model to model.txt
=== END program1: ./run learn ../dataset2/train --- OK [0s]

===== MAIN: predict/evaluate on train data =====
=== START program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in
=== END program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in --- OK [2s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
loading_time 0.03
ratings range: [0, 0.984386975548248]
training data: 4 users, 2 items, 5 ratings, sparsity 37.5
test data:     4 users, 2 items, 5 ratings, sparsity 37.5
Load model from model.txt
UserItemBaseline reg_u=15 reg_i=10 num_iter=10 RMSE 0.71279 MAE 0.71026 NMAE 0.72152 testing_time 00:00:00.0019670
predicting_time 00:00:00.0032030
memory 0
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [0s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [1s]

===== MAIN: predict/evaluate on test data =====
=== START program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in
=== END program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in --- OK [2s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
loading_time 0.09
ratings range: [0, 0.984386975548248]
training data: 4 users, 2 items, 5 ratings, sparsity 37.5
test data:     1 users, 1 items, 1 ratings, sparsity 0
Load model from model.txt
UserItemBaseline reg_u=15 reg_i=10 num_iter=10 RMSE 0.78106 MAE 0.78106 NMAE 0.79345 testing_time 00:00:00.0023730
predicting_time 00:00:00.0032220
memory 0
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [0s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [2s]


real	0m9.620s
user	0m6.984s
sys	0m2.188s

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