From e2feac3ad679009113df990013860022d22cec8b Mon Sep 17 00:00:00 2001 From: Ashesh Kumar Singh Date: Mon, 1 Feb 2021 17:41:15 -0600 Subject: [PATCH] Add output from sample run --- output/results_df.csv | 512 ++++++++++++++++++++++++++++++++++++++++++ output/results_df.tsv | 512 ++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 1024 insertions(+) create mode 100644 output/results_df.csv create mode 100644 output/results_df.tsv diff --git a/output/results_df.csv b/output/results_df.csv new file mode 100644 index 0000000..4510926 --- /dev/null +++ b/output/results_df.csv @@ -0,0 +1,512 @@ + features QWK MSE MAE +0 ('essay_set',) 0.9668506838738608 5.3803277015686035 1.4395865201950073 +1 ('essay_length',) 0.15395462819935124 80.52267456054688 6.141106605529785 +2 ('avg_sentence_length',) 0.010573199621203955 85.01312255859375 6.277622222900391 +3 ('avg_word_length',) 0.010845929171487412 84.87764739990234 6.358463764190674 +4 ('sentiment',) -0.00016714212398549755 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0.22755057054313055 83.85700988769531 6.774070739746094 +452 ('essay_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'readability_index') 0.21339411294744015 84.90094757080078 6.834888458251953 +453 ('essay_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'difficult_words') 0.19856104550255038 78.10735321044922 6.039127349853516 +454 ('essay_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'readability_index', 'difficult_words') 0.19594849457679886 77.44290924072266 6.00584602355957 +455 ('essay_length', 'avg_word_length', 'sentiment', 'syntax_errors', 'readability_index', 'difficult_words') 0.21941851479428798 85.78952026367188 6.8354268074035645 +456 ('essay_length', 'avg_word_length', 'noun_phrases', 'syntax_errors', 'readability_index', 'difficult_words') 0.22461733971413578 83.39530181884766 6.722760200500488 +457 ('essay_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'readability_index', 'difficult_words') 0.1940399607152271 77.06433868408203 5.939808368682861 +458 ('avg_sentence_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'readability_index') 0.14806422630058813 80.20899963378906 6.458235263824463 +459 ('avg_sentence_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'difficult_words') 0.16428097975219025 79.72262573242188 6.126996994018555 +460 ('avg_sentence_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'readability_index', 'difficult_words') 0.1249304029216528 79.0852279663086 5.988950729370117 +461 ('avg_sentence_length', 'avg_word_length', 'sentiment', 'syntax_errors', 'readability_index', 'difficult_words') 0.1434662922770531 81.33435821533203 6.56048059463501 +462 ('avg_sentence_length', 'avg_word_length', 'noun_phrases', 'syntax_errors', 'readability_index', 'difficult_words') 0.1639131174707753 80.15377044677734 6.44758415222168 +463 ('avg_sentence_length', 'sentiment', 'noun_phrases', 'syntax_errors', 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9.126534461975098 1.7605957984924316 +480 ('essay_set', 'essay_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'readability_index') 0.96610643475276 5.930500030517578 1.5029959678649902 +481 ('essay_set', 'essay_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'difficult_words') 0.9655575185109311 5.680385589599609 1.4656673669815063 +482 ('essay_set', 'essay_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'readability_index', 'difficult_words') 0.9654648014755847 5.759977340698242 1.482200026512146 +483 ('essay_set', 'essay_length', 'avg_word_length', 'sentiment', 'syntax_errors', 'readability_index', 'difficult_words') 0.9655998616314923 5.654390335083008 1.4785981178283691 +484 ('essay_set', 'essay_length', 'avg_word_length', 'noun_phrases', 'syntax_errors', 'readability_index', 'difficult_words') 0.9527187100738167 8.656193733215332 1.8022159337997437 +485 ('essay_set', 'essay_length', 'sentiment', 'noun_phrases', 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0.9610160981409006 6.380380153656006 1.5441174507141113 +491 ('essay_set', 'avg_sentence_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'readability_index', 'difficult_words') 0.960512954402455 6.602638244628906 1.5692614316940308 +492 ('essay_set', 'avg_word_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'readability_index', 'difficult_words') 0.960498507244621 6.269974708557129 1.5858770608901978 +493 ('essay_length', 'avg_sentence_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'readability_index') 0.18210654223484024 77.86431884765625 6.001249313354492 +494 ('essay_length', 'avg_sentence_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'syntax_errors', 'difficult_words') 0.19571619011077368 78.77576446533203 6.314398288726807 +495 ('essay_length', 'avg_sentence_length', 'avg_word_length', 'sentiment', 'noun_phrases', 'readability_index', 'difficult_words') 0.1948808852178765 76.96116638183594 5.994011878967285 +496 ('essay_length', 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