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fixed superscript
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@ -96,37 +96,37 @@ def titanservice():
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for i in range(len(measure)): # unpacks into specific teams
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for i in range(len(measure)): # unpacks into specific teams
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#ofbest_curve = [None]
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ofbest_curve = [None]
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#r2best_curve = [None]
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r2best_curve = [None]
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line = measure[i]
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line = measure[i]
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# print(line)
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# print(line)
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#x = list(range(len(line)))
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x = list(range(len(line)))
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#eqs, rmss, r2s, overfit = analysis.optimize_regression(x, line, 10, 1)
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eqs, rmss, r2s, overfit = analysis.optimize_regression(x, line, 10, 1)
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#beqs, brmss, br2s, boverfit = analysis.select_best_regression(eqs, rmss, r2s, overfit, "min_overfit")
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beqs, brmss, br2s, boverfit = analysis.select_best_regression(eqs, rmss, r2s, overfit, "min_overfit")
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#print(eqs, rmss, r2s, overfit)
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print(eqs, rmss, r2s, overfit)
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# ofbest_curve.append(beqs)
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ofbest_curve.append(beqs)
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# ofbest_curve.append(brmss)
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ofbest_curve.append(brmss)
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# ofbest_curve.append(br2s)
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ofbest_curve.append(br2s)
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# ofbest_curve.append(boverfit)
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ofbest_curve.append(boverfit)
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# ofbest_curve.pop(0)
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ofbest_curve.pop(0)
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# print(ofbest_curve)
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print(ofbest_curve)
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#beqs, brmss, br2s, boverfit = analysis.select_best_regression(eqs, rmss, r2s, overfit, "max_r2s")
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beqs, brmss, br2s, boverfit = analysis.select_best_regression(eqs, rmss, r2s, overfit, "max_r2s")
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# r2best_curve.append(beqs)
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r2best_curve.append(beqs)
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# r2best_curve.append(brmss)
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r2best_curve.append(brmss)
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# r2best_curve.append(br2s)
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r2best_curve.append(br2s)
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# r2best_curve.append(boverfit)
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r2best_curve.append(boverfit)
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# r2best_curve.pop(0)
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r2best_curve.pop(0)
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# print(r2best_curve)
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print(r2best_curve)
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measure_stats.append(teams[i] + list(analysis.basic_stats(
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measure_stats.append(teams[i] + list(analysis.basic_stats(
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line, 0, 0)) + list(analysis.histo_analysis(line, 1, -3, 3)))
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line, 0, 0)) + list(analysis.histo_analysis(line, 1, -3, 3)))
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