Hi!

Thanks for the tip! Unchecking 'On edge pixel inclusion' worked for me. 
There was a warning that otbApplicationLauncherCommandLine.exe stopped 
working and the program has to be terminated but after that everything 
turned out fine, I think... I had to use the *batch mode*, because when I 
used the "normal" TrainImagesClassifier window, the green progress bar 
seemed to complete very fast (1 sec), then everything disappeared and there 
were no results. Anyway, thank you so much for help!

By the way, I use QGIS 2.18.4 on Windows 10.

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