Upload arhythmia.py
Browse files- arhythmia.py +2 -2
arhythmia.py
CHANGED
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@@ -304,7 +304,7 @@ features_types_per_config = {
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"amplitude_of_t_wave_on_V6": datasets.Value("float64"),
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"qrsa_on_V6": datasets.Value("float64"),
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"qrsta_on_V6": datasets.Value("float64"),
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"type_of_arhythmia": datasets.ClassLabel(num_classes=16, names=["no_arhytmia"] + ["arhytmia_of_type_{f}" for f in range(2,
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}
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}
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features_per_config = {k: datasets.Features(features_types_per_config[k]) for k in features_types_per_config}
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@@ -351,4 +351,4 @@ class Arrhythmia(datasets.GeneratorBasedBuilder):
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data = data[(data.t != "?") & (data.qrst != "?") & (data.p != "?") & (data.j != "?") & (data.heart_rate != "?")]
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data = data.astype({"t": int, "qrst": int, "p": int, "j": int, "heart_rate": int})
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return data[list(features_types_per_config["
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"amplitude_of_t_wave_on_V6": datasets.Value("float64"),
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"qrsa_on_V6": datasets.Value("float64"),
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"qrsta_on_V6": datasets.Value("float64"),
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"type_of_arhythmia": datasets.ClassLabel(num_classes=16, names=["no_arhytmia"] + ["arhytmia_of_type_{f}" for f in range(2, 16)] + ["unknown_arhytmia"])
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}
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}
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features_per_config = {k: datasets.Features(features_types_per_config[k]) for k in features_types_per_config}
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data = data[(data.t != "?") & (data.qrst != "?") & (data.p != "?") & (data.j != "?") & (data.heart_rate != "?")]
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data = data.astype({"t": int, "qrst": int, "p": int, "j": int, "heart_rate": int})
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return data[list(features_types_per_config["income"].keys())]
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