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@ -16,10 +16,21 @@ data = pd.read_csv("data_train", sep=',', skip_blank_lines=True, nrows=1087, er
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"tags", "description", "trend_day_count", "trend_publish_diff", "trend_tag_highest",
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"trend_tag_total", "tags_count", "subscriber"]).dropna()
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X = []
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for datum in data[["views"]].values:
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try:
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X.append(int(datum))
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except:
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print(datum)
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X = pd.DataFrame(X)
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X = data.loc[:,data.columns == "views"].astype(int)
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y = data.loc[:,data.columns == "likes"].astype(int)
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y = []
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for datum in data[["likes"]].values:
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try:
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y.append(int(datum))
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except:
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print(datum)
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y = pd.DataFrame(y)
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min_val_sub = np.min(X)
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max_val_sub = np.max(X)
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844
predictions.txt
844
predictions.txt
@ -1,422 +1,422 @@
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
predicted: 320.3024938106537 expected: 251
|
||||
predicted: 2123.512541770935 expected: 1358
|
||||
predicted: 549.2710113525391 expected: 1031
|
||||
predicted: 2123.512541770935 expected: 1788
|
||||
predicted: 328.18449652194977 expected: 137
|
||||
predicted: 21.161469757556915 expected: 29
|
||||
predicted: 115.16775435209274 expected: 68
|
||||
predicted: 699.9274635314941 expected: 442
|
||||
predicted: 65.26819238066673 expected: 24
|
||||
predicted: 672.1024808883667 expected: 1129
|
||||
predicted: 24.54372066259384 expected: 35
|
||||
predicted: 133.6499207019806 expected: 181
|
||||
predicted: 774.2462439537048 expected: 894
|
||||
predicted: 24.54372066259384 expected: 49
|
||||
predicted: 198.0343341231346 expected: 170
|
||||
predicted: 257.2054126262665 expected: 196
|
||||
predicted: 2123.512541770935 expected: 3345
|
||||
predicted: 115.16775435209274 expected: 24
|
||||
predicted: 644.3031105995178 expected: 629
|
||||
predicted: 774.2462439537048 expected: 290
|
||||
predicted: 644.3031105995178 expected: 342
|
||||
predicted: 240.71561586856842 expected: 177
|
||||
predicted: 65.26819238066673 expected: 57
|
||||
predicted: 1915.4331912994385 expected: 707
|
||||
predicted: 379.47086906433105 expected: 289
|
||||
predicted: 86.49207654595375 expected: 78
|
||||
predicted: 545.3180384635925 expected: 530
|
||||
predicted: 320.3024938106537 expected: 276
|
||||
predicted: 600.7225935459137 expected: 389
|
||||
predicted: 91.83225864171982 expected: 173
|
||||
predicted: 774.2462439537048 expected: 717
|
||||
predicted: 699.9274635314941 expected: 707
|
||||
predicted: 774.2462937831879 expected: 440
|
||||
predicted: 37.927471339702606 expected: 36
|
||||
predicted: 139.51090186834335 expected: 115
|
||||
predicted: 232.32288587093353 expected: 437
|
||||
predicted: 115.16775435209274 expected: 75
|
||||
predicted: 2123.512541770935 expected: 611
|
||||
predicted: 70.57235398888588 expected: 17
|
||||
predicted: 28.208953201770782 expected: 52
|
||||
predicted: 699.9274635314941 expected: 849
|
||||
predicted: 596.7626445293427 expected: 230
|
||||
predicted: 545.3180384635925 expected: 537
|
||||
predicted: 2123.512541770935 expected: 1645
|
||||
predicted: 545.3180384635925 expected: 221
|
||||
predicted: 236.52261435985565 expected: 167
|
||||
predicted: 596.7626445293427 expected: 274
|
||||
predicted: 273.00728845596313 expected: 141
|
||||
predicted: 774.2462439537048 expected: 414
|
||||
predicted: 28.208953201770782 expected: 32
|
||||
predicted: 545.3180384635925 expected: 203
|
||||
predicted: 21.161469757556915 expected: 18
|
||||
predicted: 320.3024938106537 expected: 212
|
||||
predicted: 86.49207654595375 expected: 29
|
||||
predicted: 2123.512541770935 expected: 1665
|
||||
predicted: 537.4120926856995 expected: 192
|
||||
predicted: 65.26819238066673 expected: 24
|
||||
predicted: 328.18449652194977 expected: 175
|
||||
predicted: 2123.512541770935 expected: 1329
|
||||
predicted: 723.9729795455933 expected: 261
|
||||
predicted: 545.3180384635925 expected: 712
|
||||
predicted: 189.14595025777817 expected: 52
|
||||
predicted: 537.4120926856995 expected: 157
|
||||
predicted: 367.6356443166733 expected: 285
|
||||
predicted: 486.0374970436096 expected: 405
|
||||
predicted: 493.93860936164856 expected: 452
|
||||
predicted: 2123.512541770935 expected: 1267
|
||||
predicted: 28.208953201770782 expected: 50
|
||||
predicted: 211.13050639629364 expected: 150
|
||||
predicted: 316.3615049123764 expected: 255
|
||||
predicted: 43.05705846846104 expected: 18
|
||||
predicted: 11.343863356858492 expected: 4
|
||||
predicted: 640.3356373310089 expected: 437
|
||||
predicted: 28.208953201770782 expected: 24
|
||||
predicted: 65.26819238066673 expected: 71
|
||||
predicted: 774.2462439537048 expected: 532
|
||||
predicted: 699.9274635314941 expected: 729
|
||||
predicted: 54.16564789414406 expected: 35
|
||||
predicted: 672.1024808883667 expected: 368
|
||||
predicted: 11.343863356858492 expected: 12
|
||||
predicted: 2123.512541770935 expected: 2034
|
||||
predicted: 644.3031105995178 expected: 391
|
||||
predicted: 545.3180384635925 expected: 560
|
||||
predicted: 774.2462439537048 expected: 1011
|
||||
predicted: 672.1024808883667 expected: 600
|
||||
predicted: 328.18449652194977 expected: 167
|
||||
predicted: 28.208953201770782 expected: 34
|
||||
predicted: 70.57235398888588 expected: 47
|
||||
predicted: 2123.512541770935 expected: 1148
|
||||
predicted: 434.70216703414917 expected: 326
|
||||
predicted: 2123.512541770935 expected: 876
|
||||
predicted: 12.627800181508064 expected: 10
|
||||
predicted: 2123.512541770935 expected: 3345
|
||||
predicted: 612.6023907661438 expected: 993
|
||||
predicted: 155.66449910402298 expected: 49
|
||||
predicted: 244.90425729751587 expected: 230
|
||||
predicted: 644.3031105995178 expected: 679
|
||||
predicted: 2123.512541770935 expected: 2201
|
||||
predicted: 276.9487009048462 expected: 202
|
||||
predicted: 830.9600687026978 expected: 663
|
||||
predicted: 184.68381971120834 expected: 79
|
||||
predicted: 482.08706545829773 expected: 214
|
||||
predicted: 612.6023907661438 expected: 829
|
||||
predicted: 115.16775435209274 expected: 149
|
||||
predicted: 545.3180384635925 expected: 729
|
||||
predicted: 91.83225864171982 expected: 19
|
||||
predicted: 383.4159938097 expected: 173
|
||||
predicted: 596.7626445293427 expected: 240
|
||||
predicted: 211.13050639629364 expected: 89
|
||||
predicted: 54.16564789414406 expected: 49
|
||||
predicted: 600.7225935459137 expected: 228
|
||||
predicted: 2123.512541770935 expected: 651
|
||||
predicted: 32.85735569894314 expected: 15
|
||||
predicted: 165.96958500146866 expected: 61
|
||||
predicted: 81.1770147383213 expected: 84
|
||||
predicted: 54.16564789414406 expected: 36
|
||||
predicted: 198.0343341231346 expected: 101
|
||||
predicted: 462.3333628177643 expected: 184
|
||||
predicted: 486.0374472141266 expected: 268
|
||||
predicted: 2123.512541770935 expected: 2910
|
||||
predicted: 81.1770147383213 expected: 106
|
||||
predicted: 434.70216703414917 expected: 433
|
||||
predicted: 2123.512541770935 expected: 1700
|
||||
predicted: 75.86929032206535 expected: 41
|
||||
predicted: 11.343863356858492 expected: 1
|
||||
predicted: 600.7225935459137 expected: 520
|
||||
predicted: 17.82952171564102 expected: 50
|
||||
predicted: 644.3031105995178 expected: 734
|
||||
predicted: 37.927471339702606 expected: 45
|
||||
predicted: 2123.512541770935 expected: 2837
|
||||
predicted: 81.1770147383213 expected: 23
|
||||
predicted: 219.68049824237823 expected: 145
|
||||
predicted: 774.2462439537048 expected: 185
|
||||
predicted: 24.54372066259384 expected: 42
|
||||
predicted: 355.80036973953247 expected: 410
|
||||
predicted: 2123.512541770935 expected: 1622
|
||||
predicted: 612.6023907661438 expected: 661
|
||||
predicted: 14.693757019937038 expected: 4
|
||||
predicted: 462.3333628177643 expected: 369
|
||||
predicted: 411.03159296512604 expected: 221
|
||||
predicted: 462.3333628177643 expected: 234
|
||||
predicted: 236.52261435985565 expected: 380
|
||||
predicted: 545.3180384635925 expected: 249
|
||||
predicted: 12.627800181508064 expected: 25
|
||||
predicted: 2123.512541770935 expected: 1876
|
||||
predicted: 411.03159296512604 expected: 241
|
||||
predicted: 343.96504533290863 expected: 334
|
||||
predicted: 407.0865429639816 expected: 303
|
||||
predicted: 17.82952171564102 expected: 19
|
||||
predicted: 2123.512541770935 expected: 1248
|
||||
predicted: 232.32288587093353 expected: 501
|
||||
predicted: 644.3031105995178 expected: 328
|
||||
predicted: 414.9767426252365 expected: 406
|
||||
predicted: 273.00728845596313 expected: 141
|
||||
predicted: 232.32288587093353 expected: 408
|
||||
predicted: 11.343863356858492 expected: 4
|
||||
predicted: 2123.512541770935 expected: 3147
|
||||
predicted: 109.09023916721344 expected: 99
|
||||
predicted: 320.3024938106537 expected: 89
|
||||
predicted: 103.10498949885368 expected: 61
|
||||
predicted: 65.26819238066673 expected: 27
|
||||
predicted: 2123.512541770935 expected: 1088
|
||||
predicted: 109.09023916721344 expected: 105
|
||||
predicted: 215.4403829574585 expected: 173
|
||||
predicted: 1915.4327926635742 expected: 1496
|
||||
predicted: 774.2463436126709 expected: 866
|
||||
predicted: 723.9729795455933 expected: 399
|
||||
predicted: 407.0865429639816 expected: 317
|
||||
|
||||
Loading…
Reference in New Issue
Block a user