Package quickml.supervised.featureEngineering

Examples of quickml.supervised.featureEngineering.AttributesEnricher.apply()

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        final AttributesEnricher attributesEnricher = probabilityEnrichStrategy.build(trainingData);
        {
            AttributesMap inputAttributes = AttributesMap.newHashMap() ;
            inputAttributes.put("k1", 1);
            inputAttributes.put("k2", 1);
            final AttributesMap outputAttributes = attributesEnricher.apply(inputAttributes);
            Assert.assertEquals(outputAttributes.get("k1-PROB"), 0.5);
            Assert.assertEquals(outputAttributes.get("k2-PROB"), 1.0);
        }
        {
            AttributesMap inputAttributes = AttributesMap.newHashMap() ;
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        }
        {
            AttributesMap inputAttributes = AttributesMap.newHashMap() ;
            inputAttributes.put("k1", 2);
            inputAttributes.put("k2", 2);
            final AttributesMap outputAttributes = attributesEnricher.apply(inputAttributes);
            Assert.assertEquals(outputAttributes.get("k1-PROB"), 0.5);
            Assert.assertEquals(outputAttributes.get("k2-PROB"), 1.0/3.0);
        }
    }
}
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