california_housing

california dataset

x.shape (20640,8)
y.shape (20640,)

model.add(keras.layers.Dense(layer_size, activation=’relu’,
input_shape=(8,)))

数据

-MedInc        median income in block
- HouseAge      median house age in block
- AveRooms      average number of rooms
- AveBedrms     average number of bedrooms
- Population    block population
- AveOccup      average house occupancy
- Latitude      house block latitude
- Longitude

|MedInc|HouseAge|AveRooms|AveBedrms|Population|AveOccup|Latitude|Longitude
	0	1	2	3	4	5	6	7
0	7.0671	11	7.64354067	0.980861244	1774	4.244019139	37.34	-121.78
1	2.3267	12	5.016483516	1.267857143	1677	2.303571429	33.14	-117.19
2	1.9893	19	4.083499006	1.0944334	2971	2.953280318	32.79	-116.97
3	4.1026	25	3.549682875	0.993657505	1314	2.778012685	33.65	-117.92
4	3.8333	48	5.234200743	1.096654275	891	3.312267658	37.76	-122.5