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  • Happiness narratives

  • Data Discrepancies

    • The stats

  • Results

    • SVR Joy

    • SVM Joy

    • Lasso Joy

    • Lasso Sadness

    • SVR Sadness

    • SVM Sadness

  • Correlation

  • Neural Networks

    • RELU unscaled results

    • Linear Unscaled results

    • RNN scaled results

    • RNN unscaled results

  • Meeting Notes

    • 5-13

Books
Happiness narratives
Results

Results

SVR Joy

MSE: 0.9964795758847595 Mean Absolute Error 0.8209001542496819 R2: -0.0969678363700448 Pea...

SVM Joy

MSE: 0.6431352807865082 Mean Absolute Error 0.6158711064947314 R2: 0.2920088534366445 Pear...

Lasso Joy

MSE: 1.0281566480572382 Mean Absolute Error 0.8358763189438444 R2: -0.1318393281341672 Pea...

Lasso Sadness

SE: 0.9307384965022848 Mean Absolute Error 0.7960851914177507 R2: -0.04084814009093862 Pea...

SVR Sadness

SE: 0.9454209231533085 Mean Absolute Error 0.8007222131105772 R2: -0.05726754954823532 Pea...

SVM Sadness

MSE: 0.6640974977269949 Mean Absolute Error 0.6386105570026086 R2: 0.2573374283476926 Pear...

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Created 5 years ago by kenneth
Updated 5 years ago by kenneth
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