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El Bilali H on Muck Rack

El Bilali H

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Drought stress detection technique for wheat crop using machine learning

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By Samuel Ma, Ben T, El Bilali H, Gilbert KB
| PeerJ
Results Multiple machine learning methods for the automatic diagnosis of drought water stress have been investigated. For every experiment the ratio of the training dataset was kept at 80% of the total dataset (2,880) and 20% dataset was used as testing dataset. However, it must be noted that during the process of 10 K fold cross validation, the dataset was randomly divided into k groups (in our example, k = 10) of nearly equal size.
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