Typo Correction Accuracy Test

This script tests the accuracy of the typo correction model by comparing the corrected text with the original text.

Usage

python main.py

Results

Starting Typo Correction Accuracy Test
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Processing Dataset Item 1/5
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Typo text char count: 469
Clean text char count: 497
Character Similarity: 1.000
Word Similarity: 1.000
Word Matches: 58/58
Processing Time: 1.51s

Processing Dataset Item 2/5
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Typo text char count: 494
Clean text char count: 556
Character Similarity: 0.995
Word Similarity: 0.986
Word Matches: 62/63
Processing Time: 2.08s

Processing Dataset Item 3/5
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Typo text char count: 462
Clean text char count: 523
Character Similarity: 0.999
Word Similarity: 0.985
Word Matches: 55/56
Processing Time: 1.76s

Processing Dataset Item 4/5
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Typo text char count: 470
Clean text char count: 527
Character Similarity: 1.000
Word Similarity: 1.000
Word Matches: 55/55
Processing Time: 1.12s

Processing Dataset Item 5/5
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Typo text char count: 495
Clean text char count: 560
Character Similarity: 0.997
Word Similarity: 0.993
Word Matches: 59/59
Processing Time: 1.40s

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OVERALL STATISTICS
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Total Items Processed: 5
Total Processing Time: 7.88s
Average Processing Time: 1.57s
Average Character Similarity: 0.998 (99.8%)
Average Word Similarity: 0.993 (99.3%)
Overall Word Accuracy: 0.993 (99.3%)
Total Words Matched: 289/291