Data Workbook Spotify-2000 2 (3).xisx Worksheet Spotify-2000 2 Data Range A1:P1995 # Records 1994 Variables "I Variables 9 Scale Variables Beats Per Minute (BPM) Energy Danceability Loudness (dB) Liveness Valence Length (Duration) Acousticness Speechiness Categorical Variables Output Variable Popularity_Dummy Rescaling: Fitting Parameters Rescale Data? FALSE Regression Model: Fitting Parameters Fit Intercept TRUE Logistic Regression: Fitting Parameters Maximum Number of Iterations 50 Prior Probability Calculation EMPIRICAL Logistic Regression: Model Parameters li Classes 2 Success Class 1 Success Probability 0.5 Regression Model: Reporting ParametersRegression Summary Metric Value # Iterations Residual DF 1984 Residual De 1516.3791 Multiple R2 0.0711132 Predictor Screening Predictor * Criteria - Included Intercept 4.2073496 TRUE Beats Per M 2188.544 TRUE Energy 790.8867 TRUE Danceability 667.73617 TRUE Loudness (d 131.58234 TRUE Liveness 731.7963 TRUE Valence 1185.1348 TRUE Length (Dur 12441.944 TRUE Acousticnes 1354.9851 TRUE Speechiness 189.92759 TRUE Row ID Feature 1 Tolerance fo 5.5098-09 CoefficientsCoefficients Predictor * Estimate . Confidence Interval: Lower- Confidence Interval: Upper - Odds Standard Error- Chi2-Statistic . P-Value - Intercept 1.3290093 -0.12153142 2.779550119 3.777299551 0.74008542 3.224722703 0.072534 Beats Per M -0.000583 -0.005507031 0.004341435 0.999417372 0.00251241 0.053808946 0.816563 Energy -0 021241 -0.033122523 0.009359923 0.978982783 0.006061999 12.27799051 0.090458 Danceability 0.0142456 0.00400414 0.024487 1.014347522 0.005225315 7.432495325 0.006406 Loudness (d 0.2264812 0.162557922 0.290404401 1.254178983 0.032614497 48.22173146 3.816-12 Liveness -0 006433 -0.015290538 0.002423691 0.993587227 0.004519019 2.026729056 0.154553 Valence -0 002542 -0.00956378 0.004479688 0.997461182 0.003582583 0.503470879 0.477979 Length (Dur -0.001688 -0.003623152 0.000247422 0.998313559 0.0009 87409 2.922002816 0.087379 Acousticnes -0.008296 -0.014743111 -0/001848456 0.991738532 0.003289513 6 359917978 0.011673 Speechines 0.0481923 0 024440945 0.07194366 1.049372432 0.012118262 15.81519886 6.98E-05, Variance-Covariance Matrix of Coefficients Predictor * Intercept * Beats Per Minute (8PM) - Energy Danceability * Loudness [dB) - Liveness Valence Length (Duration) - Acousticness - Speechiness - Intercept 0.5477264 -0.000798197 0.002991897 -0.001731976 0.014383479 -0.000229058 0.000553 -0.000204879 -0.001106771 0.00076981 Beats Per M -0.000798 6.3122E-06 -9.29962E-07 2.65409E-06 2.04021E-06 4.26647E-07 -7.1E-07 -1.800758-09 5.137918-07 -2.82405E-06 Energy -0.002992 -9.299626-07 3.67478E-05 4.811646-06 -0.000130168 -3.58084E-06 -8.76-06 -7.36918-07 1.00349E-05 -9.96958E-06 Danceability -0.001732 2.65409E-06 4.81164E-06 2.73039E-05 -1.1578E-05 2.73389E-06 -9.6E-06 -1.934918-07 1.77777E-06 -1.062638-05 Loudness (d 0.0143835 2.04021E-06 -0.000130168 -1.1578E-05 0.001063705 1.96282E-06 2.89E-05 4.38365E-06 -7.86766E-06 1.909318-05 Liveness -0.000229 4.266478-07 -3.58084E-06 2.73389E-06 1.962828-06 2.042158-05 -5.4E-07 -1,0379E-07 -1.053818-06 -3.1818-BE-06 Valence 0.000553 -7.10576-07 -8.72102E-06 -9.559456-06 2.8938E-05 -5.39223E-07 1.286-05 8.60887E-07 -9.9962E-07 1.99469E-06 Length (Dur -0.000205 -1.80075E-09 -7.36916-07 -1.93491E-07 4.38365E-06 -1.0379E-07 8.61E-07 9.74977E-07 2.89943E-07 4.63681E-07 Acousticnes -0.001107 5.13791E-07 1.003496-05 1.777776-06 -7.86766E-06 -1.053818-06 -1E-06 2.89943E-07 1.082096-05 -2.16529E-06 Speechiness 0,0007698 -2.82405E-06 -9.96958E-06 -1.06263E-05 1.909318-05 -3.18188E-06 1.996-06 4.636818-07 -2.16529E-05 0.000146852Training: Classification Summary Confusion Matrix Actual\\ Predicted = 0 1 1702 1 280 Error Report Class # Cases # Errors % Error 1710 8 0.467836257 1 284 280 98.5915493 Overall 1994 288 14.44332999 Metrics Metric Value Accuracy (#correct) 1706 Accuracy (%correct] 85.55667001 Specificity 0.995321637 Sensitivity (Recall) 0.014084507 Precision 0.333333333 F1 score 0.027027027 Success Class 1 Success Probability 0.5