# Esperimenti modelli ## Small ### exp2 MAE sulla feature pressure diff Mean: 46.4266 MAE sulla feature pressure diff RMS: 47.0511 MAE sulla feature pressure diff PeakValue: 47.0836 MAE sulla feature pressure diff ShapeFactor: 49.5746 MAE sulla feature flow rate Mean: 49.5747 MAE sulla feature flow rate RMS: 49.5747 MAE sulla feature flow rate CrestFactor: 49.5703 MAE sulla feature all features: 49.5747 ![](https://i.imgur.com/sdISlYV.png) ![](https://i.imgur.com/3h53Fe3.png) ### poly3 MAE sulla feature pressure diff Mean: 44.9012 MAE sulla feature pressure diff RMS: 45.6862 MAE sulla feature pressure diff PeakValue: 46.1736 MAE sulla feature pressure diff ShapeFactor: 49.5747 MAE sulla feature flow rate Mean: 49.5747 MAE sulla feature flow rate RMS: 49.5747 MAE sulla feature flow rate CrestFactor: 49.5692 MAE sulla feature all features: 49.5747 ![](https://i.imgur.com/4gaePbg.png) ![](https://i.imgur.com/96rZD1j.png) ### arima3 MAE sulla feature pressure diff Mean: 49.5745 MAE sulla feature pressure diff RMS: 49.5745 MAE sulla feature pressure diff PeakValue: 49.5741 MAE sulla feature pressure diff ShapeFactor: 49.5747 MAE sulla feature flow rate Mean: 49.5865 MAE sulla feature flow rate RMS: 50.3635 MAE sulla feature flow rate CrestFactor: 49.5742 MAE sulla feature all features: 49.5824 ![](https://i.imgur.com/5ZVEbdr.png) ![](https://i.imgur.com/lox0SyI.png) ### arma3 MAE sulla feature pressure diff Mean: 49.5744 MAE sulla feature pressure diff RMS: 49.5747 MAE sulla feature pressure diff PeakValue: 49.5749 MAE sulla feature pressure diff ShapeFactor: 49.5747 MAE sulla feature flow rate Mean: 49.5797 MAE sulla feature flow rate RMS: 49.5764 MAE sulla feature flow rate CrestFactor: 49.5702 MAE sulla feature all features: 49.5747 ![](https://i.imgur.com/OoDsWC7.png) ![](https://i.imgur.com/uLERkSm.png) ### linear MAE sulla feature pressure diff Mean: 41.1923 MAE sulla feature pressure diff RMS: 41.9807 MAE sulla feature pressure diff PeakValue: 44.0292 MAE sulla feature pressure diff ShapeFactor: 49.5747 MAE sulla feature flow rate Mean: 49.5747 MAE sulla feature flow rate RMS: 49.5747 MAE sulla feature flow rate CrestFactor: 49.5718 MAE sulla feature all features: 49.5747 ![](https://i.imgur.com/dRmuaOE.png) ![](https://i.imgur.com/sF4q2Kk.png) ## Large ### exp2 MAE sulla feature pressure diff Mean: 20.9367 MAE sulla feature pressure diff RMS: 20.8303 MAE sulla feature pressure diff PeakValue: 20.8323 MAE sulla feature pressure diff ShapeFactor: 21.3144 MAE sulla feature flow rate Mean: 21.3143 MAE sulla feature flow rate RMS: 21.3143 MAE sulla feature flow rate CrestFactor: 21.3046 MAE sulla feature all features: 21.3143 ![](https://i.imgur.com/DWMP1xV.png) ![](https://i.imgur.com/Zyv8Zbf.png) ### arima3 MAE sulla feature pressure diff Mean: 21.3143 MAE sulla feature pressure diff RMS: 21.3143 MAE sulla feature pressure diff PeakValue: 21.3143 MAE sulla feature pressure diff ShapeFactor: 21.3144 MAE sulla feature flow rate Mean: 21.3149 MAE sulla feature flow rate RMS: 21.3147 MAE sulla feature flow rate CrestFactor: 21.3318 MAE sulla feature all features: 21.3145 ![](https://i.imgur.com/DEIgXo4.png) ![](https://i.imgur.com/xhK7ECv.png) ### poly3 MAE sulla feature pressure diff Mean: 20.3624 MAE sulla feature pressure diff RMS: 20.4602 MAE sulla feature pressure diff PeakValue: 20.6266 MAE sulla feature pressure diff ShapeFactor: 21.3144 MAE sulla feature flow rate Mean: 21.3143 MAE sulla feature flow rate RMS: 21.3143 MAE sulla feature flow rate CrestFactor: 21.3104 MAE sulla feature all features: 21.3143 ![](https://i.imgur.com/0oInol9.png) ![](https://i.imgur.com/Fdgl06h.png) ### arma3 MAE sulla feature pressure diff Mean: 21.3144 MAE sulla feature pressure diff RMS: 21.3144 MAE sulla feature pressure diff PeakValue: 21.3144 MAE sulla feature pressure diff ShapeFactor: 21.3143 MAE sulla feature flow rate Mean: 21.3077 MAE sulla feature flow rate RMS: 21.3051 MAE sulla feature flow rate CrestFactor: 21.3148 MAE sulla feature all features: 21.3098 ![](https://i.imgur.com/wvjnl6a.png) ![](https://i.imgur.com/LFDb4fe.png) ### linear MAE sulla feature pressure diff Mean: 21.5413 MAE sulla feature pressure diff RMS: 21.646 MAE sulla feature pressure diff PeakValue: 21.8027 MAE sulla feature pressure diff ShapeFactor: 21.3144 MAE sulla feature flow rate Mean: 21.3143 MAE sulla feature flow rate RMS: 21.3143 MAE sulla feature flow rate CrestFactor: 21.316 MAE sulla feature all features: 21.3143 ![](https://i.imgur.com/qQl6KxR.png) ![](https://i.imgur.com/0EKPQWE.png)