bar-permutation-importance · pygal · anyplot.aiYear Built0.05Bathrooms0.15Garage Size0.25Lot Area0.35Bedrooms0.45Basement Area0.55Total Rooms0.65Living Area0.75Neighborhood0.85Overall Quality0.95-0.06-0.04-0.0200.020.040.060.080.10.120.140.160.180.20.220.24±0.003-0.001844.29513667775182281.6Year Built±0.0050.003868.86636370068752051.6Bathrooms±0.0080.007893.43759072362331821.6000000000001Garage Size±0.0110.013930.2944312580271591.6000000000001Lot Area±0.0140.018961.00846503669691361.6000000000001Bedrooms±0.0180.0301034.7221461055041131.6000000000001Basement Area±0.0220.0451126.8642474415133901.6Total Rooms±0.0280.0671262.0059960676601671.6Living Area±0.0350.0931421.7189717167425441.59999999999997Neighborhood±0.0420.1431728.8593095034398211.6Overall Quality#0.0020.002862.72355694495352180.4Year Built#0.0080.008899.58039747935721950.3999999999999Bathrooms#0.0150.015942.58004476949491720.4Garage Size#0.0240.024997.86530557110041490.4Lot Area#0.0320.0321047.0077596169721260.4Bedrooms#0.0480.0481145.29266770871531030.4Basement Area#0.0670.0671262.0059960676601800.4Total Rooms#0.0950.0951434.0045852282105570.4Living Area#0.1280.1281636.717208167431340.4Neighborhood#0.1850.1851986.8571932442658110.4Overall Qualitybar-permutation-importance · pygal · anyplot.aiMean Decrease in R² Score-0.0010.0030.0070.0130.0180.0300.0450.0670.0930.1430.0020.0080.0150.0240.0320.0480.0670.0950.1280.185Importance MeanError Range