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lines changed Original file line number Diff line number Diff line change @@ -350,21 +350,17 @@ to convert data to the dense format.
350350./bin/twister2 submit standalone jar examples/libexamples-java.jar edu.iu.dsc.tws.examples.ml.svm.SVMRunner -ram_mb 4096 -disk_gb 2 -instances 1 -alpha 0.1 -C 1.0 -exp_name test-svm -features 22 -samples 35000 -iterations 10 -training_data_dir < path-to-training-csv> -testing_data_dir < path-to-testing-csv> -parallelism 8 -workers 1 -cpus 1 -threads 4
351351```
352352
353- #### Sample Outpit
353+ #### Sample Output
354+
354355
355356``` bash
356- ======================================================================================
357- SVM Task Summary : [test-svm]
358- ======================================================================================
359357Training Dataset [/home/vibhatha/data/svm/w8a/training.csv]
360358Testing Dataset [/home/vibhatha/data/svm/w8a/testing.csv]
361359Data Loading Time (Training + Testing) = 1.943881115 s
362360Training Time = 7.978291269 s
363361Testing Time = 0.828260105 s
364362Total Time (Data Loading Time + Training Time + Testing Time) = 10.750432489 s
365363Accuracy of the Trained Model = 88.904494382 %
366- ======================================================================================
367-
368364
369365```
370366
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