<figure xmlns="http://www.tei-c.org/ns/1.0"><graphic url="192_final-699ee8c784f37f5cc564fd023d0851b1.png" /><head>Figure 6: Binary Classification of Genres (Logistic Regression). Strict: No shared authors, series or publishers in training and testing dataset. Random: random sample to compare performances. Historic novels are excluded due to insufficient data. <lb /></head></figure><lb xmlns="http://www.tei-c.org/ns/1.0" /><anchor xmlns="http://www.tei-c.org/ns/1.0" xml:id="id_docs-internal-guid-da6b9902-7fff-477a-8f2b-e02a5dfd5da9" /><hi xmlns="http://www.tei-c.org/ns/1.0" rend="color(#000000)">The performance of the ‘strict setups’ is lower, sometimes even below 50%. This behavior is the result of negative examples in the training data being more similar to the positive examples of the test data, for example in love and doctoral novels of Cora.</hi>