Esempio n. 1
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    def test_min(self):
        task = TestTask()
        task.env.source_parameter = [{"param1":0}, {"param1":1}]

        task.set_input_by_json(0, {"key1":10, "key2":20})
        task.set_input_by_json(1, {"key1": 5, "key2":30})

        rule = rules.min("key1")
        rule.fun(task)

        result = task.json_output(0)
        self.assertEqual(result, {"param1": 1, "key1": 5, "key2": 30})
Esempio n. 2
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    def test_min(self):
        task = TestTask()
        task.source_parameters = [{"param1":0}, {"param1":1}]

        task.set_input_by_json(0, {"key1":10, "key2":20})
        task.set_input_by_json(1, {"key1": 5, "key2":30})

        rule = rules.min("key1")
        rule.fun(task)

        result = task.json_output(0)
        self.assertEqual(result, {"param1": 1, "key1": 5, "key2": 30})
Esempio n. 3
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    def test_multilabel_evaluation(self):
        task = TestTask()
        task.set_input_by_json(0, map(self.label, [(1,1),(1,2),(2,2),(2,2)]))

        rules.calculate_stats_multiclass_classification(task)
        result = task.json_output(0)

        self.assertEqual(result["accuracy"], 3./4)
        self.assertEqual(result["average_accuracy"], 3./4)
        self.assertEqual(result["error_rate"], 1./4)
        self.assertEqual(result["1-precision"], 1./2)
        self.assertEqual(result["2-precision"], 1)
        self.assertEqual(result["1-recall"], 1)
        self.assertEqual(result["2-recall"], 2./3)
        self.assertEqual(result["1-F1"], 2./3)
        self.assertEqual(result["precision-micro"], 3./4)
        self.assertEqual(result["recall-micro"], 3./4)
        self.assertEqual(result["precision-macro"], 3./4)
Esempio n. 4
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    def test_multilabel_evaluation(self):
        task = TestTask()
        task.set_input_by_json(0, map(self.label, [(1,1),(1,2),(2,2),(2,2)]))

        rules.calculate_stats_multiclass_classification(task)
        result = task.json_output(0)

        self.assertEqual(result["accuracy"], 3./4)
        self.assertEqual(result["average_accuracy"], 3./4)
        self.assertEqual(result["error_rate"], 1./4)
        self.assertEqual(result["1-precision"], 1./2)
        self.assertEqual(result["2-precision"], 1)
        self.assertEqual(result["1-recall"], 1)
        self.assertEqual(result["2-recall"], 2./3)
        self.assertEqual(result["1-F1"], 2./3)
        self.assertEqual(result["precision-micro"], 3./4)
        self.assertEqual(result["recall-micro"], 3./4)
        self.assertEqual(result["precision-macro"], 3./4)