There are white/yellow spots on my Philips Humidifier's filter

When the filter in your Philips Humidifier is not descaled as often as recommended, scale can build up, which will affect its performance and also create white or yellow deposits on the filter. 

To solve this, descale the humidification filter according to the user manual specific to your model.