ServerRun 13992
Creatorzenogantner
ProgramMyMediaLite-slopeone
Datasetmovielens100k
Task typeCollaborativeFiltering
Created5y264d ago
DownloadLogin required!
Done! Flag_green
2m7s
423M
CollaborativeFiltering
0.887
0.698
0.961
0.757

Log file

Nothing to construct.
===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
loading_time 0.49
ratings range: [0, 5]
training data: 943 users, 1680 items, 90570 ratings, sparsity 94.28306
SlopeOne training_time 00:00:15.1118270 
memory 90
Save model to model.txt
=== END program1: ./run learn ../dataset2/train --- OK [35s]

===== 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 0.76
ratings range: [0, 5]
training data: 943 users, 1680 items, 90570 ratings, sparsity 94.28306
test data:     943 users, 1680 items, 90570 ratings, sparsity 94.28306
Load model from model.txt
SlopeOne RMSE 3.58269 MAE 3.51832 NMAE 0.70366 testing_time 00:00:25.4611810
predicting_time 00:00:26.4742990
memory 92
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [66s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [2s]

===== 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 [1s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
loading_time 0.52
ratings range: [0, 5]
training data: 943 users, 1680 items, 90570 ratings, sparsity 94.28306
test data:     943 users, 1129 items, 9430 ratings, sparsity 99.11426
Load model from model.txt
SlopeOne RMSE 3.62586 MAE 3.56462 NMAE 0.71292 testing_time 00:00:01.5069760
predicting_time 00:00:01.5473010
memory 90
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [17s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [2s]


real	2m7.367s
user	1m57.595s
sys	0m6.732s

Run specification Arrow_right
Results Arrow_right


Comments:


Must be logged in to post comments.