upernetconvnext-finetuned-segments-food-oct-10_v2

This model is a fine-tuned version of openmmlab/upernet-convnext-small on the EduardoPacheco/FoodSeg103 dataset. It achieves the following results on the evaluation set:

Loss: 3.0145
Mean Iou: 0.0108
Mean Accuracy: 0.0270
Overall Accuracy: 0.1348
Accuracy Background: nan
Accuracy Candy: 0.0
Accuracy Egg tart: 0.0
Accuracy French fries: 0.0007
Accuracy Chocolate: 0.0
Accuracy Biscuit: 0.0
Accuracy Popcorn: 0.0
Accuracy Pudding: 0.0
Accuracy Ice cream: 0.0
Accuracy Cheese butter: 0.0
Accuracy Cake: 0.0
Accuracy Wine: 0.0
Accuracy Milkshake: 0.0
Accuracy Coffee: 0.0
Accuracy Juice: 0.0
Accuracy Milk: 0.0
Accuracy Tea: 0.0
Accuracy Almond: 0.0
Accuracy Red beans: 0.0
Accuracy Cashew: 0.0
Accuracy Dried cranberries: 0.0
Accuracy Soy: 0.0
Accuracy Walnut: 0.0
Accuracy Peanut: 0.0
Accuracy Egg: 0.0
Accuracy Apple: 0.0
Accuracy Date: 0.0
Accuracy Apricot: 0.0
Accuracy Avocado: 0.0
Accuracy Banana: 0.0
Accuracy Strawberry: 0.0
Accuracy Cherry: 0.0
Accuracy Blueberry: 0.0
Accuracy Raspberry: 0.0
Accuracy Mango: 0.0
Accuracy Olives: 0.0
Accuracy Peach: 0.0
Accuracy Lemon: 0.0
Accuracy Pear: 0.0
Accuracy Fig: 0.0
Accuracy Pineapple: 0.0
Accuracy Grape: 0.0
Accuracy Kiwi: 0.0
Accuracy Melon: 0.0
Accuracy Orange: 0.0
Accuracy Watermelon: 0.0
Accuracy Steak: 0.0383
Accuracy Pork: 0.0000
Accuracy Chicken duck: 0.4592
Accuracy Sausage: 0.0
Accuracy Fried meat: 0.0
Accuracy Lamb: 0.0
Accuracy Sauce: 0.1311
Accuracy Crab: 0.0
Accuracy Fish: 0.0016
Accuracy Shellfish: 0.0
Accuracy Shrimp: 0.0
Accuracy Soup: 0.0
Accuracy Bread: 0.2569
Accuracy Corn: 0.0
Accuracy Hamburg: 0.0
Accuracy Pizza: 0.0
Accuracy hanamaki baozi: 0.0
Accuracy Wonton dumplings: 0.0
Accuracy Pasta: 0.0
Accuracy Noodles: 0.0
Accuracy Rice: 0.2238
Accuracy Pie: 0.0
Accuracy Tofu: 0.0
Accuracy Eggplant: 0.0
Accuracy Potato: 0.0
Accuracy Garlic: 0.0
Accuracy Cauliflower: 0.0
Accuracy Tomato: 0.2243
Accuracy Kelp: 0.0
Accuracy Seaweed: 0.0
Accuracy Spring onion: 0.0
Accuracy Rape: 0.0
Accuracy Ginger: 0.0
Accuracy Okra: 0.0
Accuracy Lettuce: 0.0
Accuracy Pumpkin: 0.0
Accuracy Cucumber: 0.0
Accuracy White radish: 0.0
Accuracy Carrot: 0.5425
Accuracy Asparagus: 0.0
Accuracy Bamboo shoots: 0.0
Accuracy Broccoli: 0.8533
Accuracy Celery stick: 0.0
Accuracy Cilantro mint: 0.0
Accuracy Snow peas: 0.0
Accuracy cabbage: 0.0
Accuracy Bean sprouts: 0.0
Accuracy Onion: 0.0
Accuracy Pepper: 0.0
Accuracy Green beans: 0.0
Accuracy French beans: 0.0
Accuracy King oyster mushroom: 0.0
Accuracy Shiitake: 0.0
Accuracy Enoki mushroom: 0.0
Accuracy Oyster mushroom: 0.0
Accuracy White button mushroom: 0.0
Accuracy Salad: nan
Accuracy Other ingredients: nan
Iou Background: 0.0
Iou Candy: 0.0
Iou Egg tart: 0.0
Iou French fries: 0.0006
Iou Chocolate: 0.0
Iou Biscuit: 0.0
Iou Popcorn: 0.0
Iou Pudding: 0.0
Iou Ice cream: 0.0
Iou Cheese butter: 0.0
Iou Cake: 0.0
Iou Wine: 0.0
Iou Milkshake: 0.0
Iou Coffee: 0.0
Iou Juice: 0.0
Iou Milk: 0.0
Iou Tea: 0.0
Iou Almond: 0.0
Iou Red beans: 0.0
Iou Cashew: 0.0
Iou Dried cranberries: 0.0
Iou Soy: 0.0
Iou Walnut: 0.0
Iou Peanut: 0.0
Iou Egg: 0.0
Iou Apple: 0.0
Iou Date: 0.0
Iou Apricot: 0.0
Iou Avocado: 0.0
Iou Banana: 0.0
Iou Strawberry: 0.0
Iou Cherry: 0.0
Iou Blueberry: 0.0
Iou Raspberry: 0.0
Iou Mango: 0.0
Iou Olives: 0.0
Iou Peach: 0.0
Iou Lemon: 0.0
Iou Pear: 0.0
Iou Fig: 0.0
Iou Pineapple: 0.0
Iou Grape: 0.0
Iou Kiwi: 0.0
Iou Melon: 0.0
Iou Orange: 0.0
Iou Watermelon: 0.0
Iou Steak: 0.0296
Iou Pork: 0.0000
Iou Chicken duck: 0.1299
Iou Sausage: 0.0
Iou Fried meat: 0.0
Iou Lamb: 0.0
Iou Sauce: 0.0376
Iou Crab: 0.0
Iou Fish: 0.0003
Iou Shellfish: 0.0
Iou Shrimp: 0.0
Iou Soup: 0.0
Iou Bread: 0.1614
Iou Corn: 0.0
Iou Hamburg: 0.0
Iou Pizza: 0.0
Iou hanamaki baozi: 0.0
Iou Wonton dumplings: 0.0
Iou Pasta: 0.0
Iou Noodles: 0.0
Iou Rice: 0.1240
Iou Pie: 0.0
Iou Tofu: 0.0
Iou Eggplant: 0.0
Iou Potato: 0.0
Iou Garlic: 0.0
Iou Cauliflower: 0.0
Iou Tomato: 0.1796
Iou Kelp: 0.0
Iou Seaweed: 0.0
Iou Spring onion: 0.0
Iou Rape: 0.0
Iou Ginger: 0.0
Iou Okra: 0.0
Iou Lettuce: 0.0
Iou Pumpkin: 0.0
Iou Cucumber: 0.0
Iou White radish: 0.0
Iou Carrot: 0.1411
Iou Asparagus: 0.0
Iou Bamboo shoots: 0.0
Iou Broccoli: 0.2934
Iou Celery stick: 0.0
Iou Cilantro mint: 0.0
Iou Snow peas: 0.0
Iou cabbage: 0.0
Iou Bean sprouts: 0.0
Iou Onion: 0.0
Iou Pepper: 0.0
Iou Green beans: 0.0
Iou French beans: 0.0
Iou King oyster mushroom: 0.0
Iou Shiitake: 0.0
Iou Enoki mushroom: 0.0
Iou Oyster mushroom: 0.0
Iou White button mushroom: 0.0
Iou Salad: nan
Iou Other ingredients: nan

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 6e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Background	Accuracy Egg tart	Accuracy French fries	Accuracy Chocolate	Accuracy Biscuit	Accuracy Popcorn	Accuracy Ice cream	Accuracy Cheese butter	Accuracy Cake	Accuracy Coffee	Accuracy Milk	Accuracy Red beans	Accuracy Cashew	Accuracy Peanut	Accuracy Strawberry	Accuracy Blueberry	Accuracy Olives	Accuracy Peach	Accuracy Lemon	Accuracy Pineapple	Accuracy Orange	Accuracy Steak	Accuracy Pork	Accuracy Chicken duck	Accuracy Sausage	Accuracy Fried meat	Accuracy Sauce	Accuracy Fish	Accuracy Shellfish	Accuracy Shrimp	Accuracy Soup	Accuracy Bread	Accuracy Corn	Accuracy Pizza	Accuracy Pasta	Accuracy Noodles	Accuracy Rice	Accuracy Pie	Accuracy Potato	Accuracy Garlic	Accuracy Cauliflower	Accuracy Tomato	Accuracy Rape	Accuracy Cucumber	Accuracy White radish	Accuracy Carrot	Accuracy Bamboo shoots	Accuracy Broccoli	Accuracy Cilantro mint	Accuracy Green beans	Accuracy French beans	Accuracy Salad	Accuracy Other ingredients	Iou Egg tart	Iou French fries	Iou Chocolate	Iou Biscuit	Iou Popcorn	Iou Ice cream	Iou Cheese butter	Iou Cake	Iou Coffee	Iou Milk	Iou Red beans	Iou Cashew	Iou Peanut	Iou Strawberry	Iou Blueberry	Iou Olives	Iou Peach	Iou Lemon	Iou Pineapple	Iou Orange	Iou Steak	Iou Pork	Iou Chicken duck	Iou Sausage	Iou Fried meat	Iou Sauce	Iou Fish	Iou Shellfish	Iou Shrimp	Iou Soup	Iou Bread	Iou Corn	Iou Pizza	Iou Pasta	Iou Noodles	Iou Rice	Iou Pie	Iou Potato	Iou Garlic	Iou Cauliflower	Iou Tomato	Iou Rape	Iou Cucumber	Iou White radish	Iou Carrot	Iou Bamboo shoots	Iou Broccoli	Iou Cilantro mint	Iou Green beans	Iou French beans	Iou Salad	Iou Other ingredients
6.5577	0.05	2	6.2821	0.0001	0.0059	0.0006	nan	0.0	0.0	0.0007	0.0095	0.0007	0.0	0.0	0.0	0.0	0.0	0.0	0.0019	0.0	0.0294	0.0081	0.0014	0.0	0.0	0.0	0.0001	0.0	0.0	0.0	0.0	0.0228	0.0	0.0	0.0	0.0	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.01	0.0	0.0001	0.0	0.465	0.0426	0.0	0.0019	0.0	0.0	0.0	0.0	nan	nan	0.0	0.0	0.0000	0.0044	0.0004	0.0	0.0	0.0	0.0	0.0	0.0	0.0001	0.0	0.0007	0.0003	0.0004	0.0	0.0	0.0	0.0001	0.0	0.0	0.0	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0002	0.0	0.0001	0.0	0.0001	0.0004	0.0	0.0000	0.0	0.0	0.0	0.0	nan	0.0
6.368	0.1	4	6.1433	0.0002	0.0046	0.0011	nan	0.0	0.0000	0.0	0.0048	0.0007	0.0	0.0	0.0	0.0	0.0	0.0	0.0019	0.0	0.0159	0.0058	0.0014	0.0	0.0	0.0028	0.0001	0.0	0.0	0.0	0.0	0.0288	0.0	0.0	0.0	0.0	0.0	0.0014	0.0	0.0	0.0	0.0014	0.0	0.0085	0.0	0.01	0.0	0.0094	0.0	0.33	0.0426	0.0	0.0019	0.0	0.0	0.0	0.0	nan	nan	0.0	0.0000	0.0	0.0023	0.0004	0.0	0.0	0.0	0.0	0.0	0.0	0.0002	0.0	0.0006	0.0002	0.0005	0.0	0.0	0.0001	0.0001	0.0	0.0	0.0	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.0014	0.0	0.0	0.0	0.0000	0.0	0.0052	0.0	0.0001	0.0	0.0087	0.0	0.0001	0.0006	0.0	0.0000	0.0	0.0	0.0	0.0	nan	0.0
6.0523	0.15	6	6.0013	0.0006	0.0046	0.0034	nan	0.0	0.0001	0.0	0.0126	0.0007	0.0	0.0	0.0017	0.0	0.0	0.0	0.0095	0.0	0.0147	0.0230	0.0	0.0	0.0	0.0014	0.0	0.0	0.0	0.0	0.0	0.0317	0.0	0.0	0.0000	0.0	0.0017	0.0036	0.0	0.0	0.0	0.0028	0.0	0.0226	0.0	0.004	0.0	0.0441	0.0	0.245	0.0393	0.0	0.0097	0.0	0.0	0.0	0.0	nan	nan	0.0	0.0000	0.0	0.0058	0.0004	0.0	0.0	0.0003	0.0	0.0	0.0	0.0004	0.0	0.0006	0.0006	0.0	0.0	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.0001	0.0	0.0	0.0000	0.0	0.0002	0.0034	0.0	0.0	0.0	0.0001	0.0	0.0121	0.0	0.0001	0.0	0.0369	0.0	0.0001	0.0008	0.0	0.0000	0.0	0.0	0.0	0.0	nan	0.0
6.1914	0.2	8	5.8261	0.0008	0.0045	0.0045	nan	0.0003	0.0001	0.0	0.0117	0.0007	0.0	0.0	0.0017	0.0069	0.0	0.0009	0.0341	0.0	0.0068	0.0369	0.0	0.0023	0.0	0.0	0.0	0.0	0.0000	0.0	0.0	0.0357	0.0	0.0	0.0000	0.0	0.0017	0.0052	0.0	0.0	0.0	0.0014	0.0	0.0514	0.0	0.004	0.0	0.0377	0.0	0.165	0.0361	0.0	0.0097	0.0	0.0	0.0	0.0	nan	nan	0.0003	0.0001	0.0	0.0056	0.0004	0.0	0.0	0.0002	0.0064	0.0	0.0007	0.0007	0.0	0.0004	0.0008	0.0	0.0002	0.0	0.0	0.0	0.0	0.0000	0.0	0.0	0.0001	0.0	0.0	0.0000	0.0	0.0001	0.0048	0.0	0.0	0.0	0.0000	0.0	0.0271	0.0	0.0001	0.0	0.0321	0.0	0.0000	0.0010	0.0	0.0000	0.0	0.0	0.0	0.0	nan	0.0
5.8064	0.25	10	5.6905	0.0009	0.0049	0.0071	nan	0.0010	0.0004	0.0	0.0099	0.0007	0.0	0.0	0.0	0.0023	0.0	0.0009	0.0511	0.0	0.0034	0.0772	0.0	0.0081	0.0	0.0	0.0	0.0	0.0000	0.0	0.0	0.0367	0.0	0.0	0.0000	0.0	0.0087	0.0136	0.0001	0.0	0.0	0.0	0.0	0.1015	0.0011	0.0	0.0	0.0177	0.0	0.13	0.0262	0.0	0.0058	0.0	0.0	0.0	0.0	nan	nan	0.0008	0.0002	0.0	0.0049	0.0002	0.0	0.0	0.0	0.0023	0.0	0.0006	0.0007	0.0	0.0003	0.0015	0.0	0.0006	0.0	0.0	0.0	0.0	0.0000	0.0	0.0	0.0001	0.0	0.0	0.0000	0.0	0.0002	0.0119	0.0001	0.0	0.0	0.0	0.0	0.0511	0.0011	0.0	0.0	0.0152	0.0	0.0000	0.0017	0.0	0.0000	0.0	0.0	0.0	0.0	nan	0.0
5.5769	0.3	12	5.5750	0.0017	0.0060	0.0150	nan	0.0023	0.0039	0.0	0.0098	0.0007	0.0	0.0	0.0034	0.0023	0.0	0.0009	0.0549	0.0	0.0011	0.0507	0.0	0.0116	0.0	0.0	0.0	0.0	0.0001	0.0	0.0	0.0476	0.0	0.0	0.0000	0.0019	0.0157	0.0401	0.0000	0.0031	0.0017	0.0	0.0	0.2010	0.0091	0.0	0.0	0.0071	0.0	0.105	0.0262	0.0	0.0039	0.0	0.0	0.0	0.0	nan	nan	0.0018	0.0017	0.0	0.0046	0.0001	0.0	0.0	0.0001	0.0023	0.0	0.0006	0.0009	0.0	0.0001	0.0013	0.0	0.0010	0.0	0.0	0.0	0.0	0.0001	0.0	0.0	0.0001	0.0	0.0	0.0000	0.0001	0.0003	0.0352	0.0000	0.0010	0.0016	0.0	0.0	0.1002	0.0088	0.0	0.0	0.0062	0.0	0.0000	0.0022	0.0	0.0000	0.0	0.0	0.0	0.0	nan	0.0
5.7489	0.35	14	5.4168	0.0025	0.0065	0.0249	nan	0.0056	0.0095	0.0	0.0063	0.0	0.0	0.0	0.0017	0.0035	0.0	0.0009	0.0417	0.0	0.0	0.0334	0.0	0.0070	0.0	0.0	0.0001	0.0	0.0005	0.0	0.0	0.0506	0.0	0.0	0.0	0.0057	0.0157	0.0831	0.0000	0.0031	0.0017	0.0	0.0	0.2703	0.0282	0.0	0.0	0.0012	0.0001	0.085	0.0	0.0	0.0019	0.0	0.0	0.0	0.0	nan	nan	0.0040	0.0036	0.0	0.0034	0.0	0.0	0.0	0.0000	0.0034	0.0	0.0006	0.0008	0.0	0.0	0.0009	0.0	0.0006	0.0	0.0	0.0001	0.0	0.0004	0.0	0.0	0.0001	0.0	0.0	0.0	0.0001	0.0003	0.0699	0.0000	0.0006	0.0017	0.0	0.0	0.1392	0.0270	0.0	0.0	0.0010	0.0000	0.0000	0.0	0.0	0.0000	0.0	0.0	0.0	0.0	nan	0.0
5.4767	0.4	16	5.2619	0.0031	0.0070	0.0302	nan	0.0073	0.0129	0.0	0.0103	0.0	0.0	0.0	0.0118	0.0046	0.0	0.0062	0.0341	0.0034	0.0	0.0242	0.0	0.0058	0.0018	0.0	0.0001	0.0	0.0008	0.0	0.0	0.0486	0.0	0.0	0.0	0.0249	0.0175	0.1036	0.0	0.0042	0.0	0.0	0.0	0.3017	0.0402	0.0	0.0	0.0003	0.0001	0.045	0.0	0.0	0.0019	0.0	0.0	0.0	0.0	nan	nan	0.0036	0.0049	0.0	0.0055	0.0	0.0	0.0	0.0001	0.0043	0.0	0.0030	0.0009	0.0003	0.0	0.0008	0.0	0.0005	0.0001	0.0	0.0001	0.0	0.0006	0.0	0.0	0.0001	0.0	0.0	0.0	0.0003	0.0002	0.0851	0.0	0.0004	0.0	0.0	0.0	0.1747	0.0367	0.0	0.0	0.0003	0.0001	0.0000	0.0	0.0	0.0000	0.0	0.0	0.0	0.0	nan	0.0
5.2264	0.45	18	5.0807	0.0034	0.0076	0.0315	nan	0.0056	0.0194	0.0	0.0104	0.0	0.0	0.0	0.0118	0.0	0.0	0.0071	0.0341	0.0034	0.0	0.0184	0.0	0.0081	0.0018	0.0	0.0	0.0	0.0029	0.0	0.0	0.0427	0.0000	0.0	0.0	0.0421	0.0175	0.1127	0.0000	0.0063	0.0	0.0	0.0	0.2877	0.0429	0.0	0.0	0.0	0.0001	0.085	0.0	0.0000	0.0058	0.0	0.0	0.0	0.0	nan	nan	0.0031	0.0068	0.0	0.0066	0.0	0.0	0.0	0.0001	0.0	0.0	0.0012	0.0009	0.0003	0.0	0.0006	0.0	0.0004	0.0001	0.0	0.0	0.0	0.0019	0.0	0.0	0.0001	0.0000	0.0	0.0	0.0003	0.0002	0.0864	0.0000	0.0006	0.0	0.0	0.0	0.2038	0.0387	0.0	0.0	0.0	0.0000	0.0000	0.0	0.0000	0.0000	0.0	0.0	0.0	0.0	nan	0.0
5.2669	0.5	20	4.9073	0.0041	0.0087	0.0511	nan	0.0033	0.0253	0.0007	0.0081	0.0	0.0	0.0	0.0152	0.0	0.0	0.0089	0.0341	0.0034	0.0	0.0138	0.0	0.0081	0.0	0.0	0.0	0.0	0.0012	0.0	0.0	0.0427	0.0001	0.0	0.0	0.0363	0.0122	0.2593	0.0	0.0094	0.0	0.0	0.0	0.2378	0.0632	0.0	0.0	0.0020	0.0	0.08	0.0	0.0011	0.0	0.0003	0.0001	0.0	0.0159	nan	nan	0.0018	0.0080	0.0003	0.0060	0.0	0.0	0.0	0.0001	0.0	0.0	0.0014	0.0008	0.0004	0.0	0.0006	0.0	0.0005	0.0	0.0	0.0	0.0	0.0009	0.0	0.0	0.0001	0.0000	0.0	0.0	0.0005	0.0002	0.1730	0.0	0.0009	0.0	0.0	0.0	0.1531	0.0569	0.0	0.0	0.0019	0.0	0.0000	0.0	0.0011	0.0	0.0003	0.0000	0.0	0.0098	nan	0.0
5.4241	0.55	22	4.7948	0.0036	0.0082	0.0620	nan	0.0040	0.0399	0.0	0.0060	0.0007	0.0	0.0	0.0219	0.0	0.0	0.0152	0.0303	0.0	0.0	0.0081	0.0	0.0047	0.0	0.0	0.0	0.0	0.0007	0.0	0.0	0.0476	0.0032	0.0031	0.0	0.0459	0.0070	0.3772	0.0	0.0083	0.0	0.0014	0.0	0.0773	0.0674	0.0	0.0	0.0072	0.0	0.025	0.0	0.0	0.0	0.0059	0.0006	0.0	0.0239	nan	nan	0.0017	0.0124	0.0	0.0046	0.0001	0.0	0.0	0.0002	0.0	0.0	0.0013	0.0011	0.0	0.0	0.0004	0.0	0.0004	0.0	0.0	0.0	0.0	0.0005	0.0	0.0	0.0001	0.0014	0.0001	0.0	0.0007	0.0001	0.2057	0.0	0.0010	0.0	0.0000	0.0	0.0551	0.0588	0.0	0.0	0.0069	0.0	0.0000	0.0	0.0	0.0	0.0053	0.0003	0.0	0.0144	nan	0.0
4.8117	0.6	24	4.6670	0.0034	0.0087	0.0748	nan	0.0030	0.0505	0.0007	0.0009	0.0033	0.0	0.0000	0.0202	0.0	0.0	0.0125	0.0208	0.0	0.0	0.0104	0.0	0.0035	0.0	0.0	0.0	0.0	0.0001	0.0	0.0	0.0367	0.0069	0.0031	0.0	0.0382	0.0035	0.4952	0.0	0.0115	0.0	0.0028	0.0	0.0062	0.0423	0.0	0.0	0.0220	0.0	0.02	0.0	0.0021	0.0	0.0294	0.0005	0.0	0.0363	nan	nan	0.0015	0.0159	0.0006	0.0007	0.0002	0.0	0.0000	0.0002	0.0	0.0	0.0010	0.0008	0.0	0.0	0.0004	0.0	0.0004	0.0	0.0	0.0	0.0	0.0001	0.0	0.0	0.0002	0.0026	0.0001	0.0	0.0005	0.0001	0.2161	0.0	0.0011	0.0	0.0001	0.0	0.0048	0.0359	0.0	0.0	0.0209	0.0	0.0000	0.0	0.0021	0.0	0.0250	0.0003	0.0	0.0156	nan	0.0
5.781	0.65	26	4.5040	0.0038	0.0094	0.0806	nan	0.0049	0.0525	0.0	0.0036	0.0033	0.0	0.0001	0.0135	0.0	0.0	0.0125	0.0303	0.0	0.0	0.0115	0.0	0.0070	0.0	0.0	0.0	0.0	0.0000	0.0	0.0	0.0258	0.0279	0.0047	0.0	0.0325	0.0017	0.5296	0.0	0.0104	0.0	0.0041	0.0	0.0106	0.0328	0.0	0.0	0.0251	0.0	0.0	0.0	0.0045	0.0	0.0571	0.0	0.0	0.0464	nan	nan	0.0025	0.0153	0.0	0.0026	0.0002	0.0	0.0001	0.0001	0.0	0.0	0.0008	0.0010	0.0	0.0	0.0006	0.0	0.0006	0.0	0.0	0.0	0.0	0.0000	0.0	0.0	0.0002	0.0111	0.0002	0.0	0.0003	0.0001	0.2285	0.0	0.0008	0.0	0.0001	0.0	0.0078	0.0282	0.0	0.0	0.0231	0.0	0.0	0.0	0.0045	0.0	0.0442	0.0	0.0	0.0157	nan	0.0
4.839	0.7	28	4.4887	0.0042	0.0110	0.0924	nan	0.0043	0.0628	0.0007	0.0054	0.0033	0.0	0.0002	0.0253	0.0	0.0	0.0098	0.0152	0.0	0.0	0.0092	0.0	0.0081	0.0	0.0	0.0	0.0	0.0001	0.0	0.0000	0.0258	0.0797	0.0047	0.0	0.0287	0.0017	0.6039	0.0	0.0229	0.0	0.0028	0.0001	0.0013	0.0282	0.002	0.0	0.0542	0.0	0.0	0.0	0.0080	0.0	0.0383	0.0006	0.0	0.0649	nan	nan	0.0018	0.0208	0.0007	0.0042	0.0002	0.0	0.0001	0.0001	0.0	0.0	0.0007	0.0008	0.0	0.0	0.0010	0.0	0.0010	0.0	0.0	0.0	0.0	0.0000	0.0	0.0000	0.0002	0.0277	0.0001	0.0	0.0003	0.0003	0.2388	0.0	0.0022	0.0	0.0001	0.0001	0.0011	0.0252	0.0005	0.0	0.0474	0.0	0.0	0.0	0.0079	0.0	0.0300	0.0004	0.0	0.0191	nan	0.0
5.1384	0.75	30	4.3974	0.0045	0.0114	0.0946	nan	0.0056	0.0721	0.0	0.0001	0.0	0.0	0.0002	0.0287	0.0	0.0016	0.0205	0.0152	0.0	0.0	0.0058	0.0	0.0035	0.0018	0.0	0.0	0.0	0.0000	0.0	0.0	0.0079	0.0924	0.0094	0.0	0.0115	0.0017	0.6101	0.0	0.0031	0.0	0.0	0.0000	0.0037	0.0109	0.002	0.0	0.0811	0.0	0.0	0.0	0.0064	0.0	0.0947	0.0003	0.0	0.0589	nan	nan	0.0018	0.0195	0.0	0.0001	0.0	0.0	0.0001	0.0001	0.0	0.0004	0.0011	0.0007	0.0	0.0	0.0009	0.0	0.0008	0.0001	0.0	0.0	0.0	0.0000	0.0	0.0	0.0002	0.0296	0.0002	0.0	0.0002	0.0005	0.2326	0.0	0.0003	0.0	0.0	0.0000	0.0027	0.0099	0.0006	0.0	0.0664	0.0	0.0	0.0	0.0064	0.0	0.0649	0.0002	0.0	0.0185	nan	0.0
4.7047	0.8	32	4.2860	0.0046	0.0114	0.0847	nan	0.0043	0.0245	0.0007	0.0056	0.0	0.0	0.0001	0.0185	0.0	0.0	0.0080	0.0322	0.0	0.0	0.0046	0.0	0.0070	0.0018	0.0	0.0	0.0000	0.0000	0.0	0.0	0.0079	0.0769	0.0063	0.0	0.0325	0.0017	0.5390	0.0	0.0292	0.0	0.0041	0.0008	0.0125	0.0089	0.002	0.0	0.0878	0.0	0.0	0.0	0.0365	0.0	0.1261	0.0004	0.0007	0.0686	nan	nan	0.0011	0.0090	0.0007	0.0041	0.0	0.0	0.0001	0.0001	0.0	0.0	0.0005	0.0011	0.0	0.0	0.0005	0.0	0.0008	0.0000	0.0	0.0	0.0000	0.0000	0.0	0.0	0.0002	0.0167	0.0001	0.0	0.0005	0.0003	0.2206	0.0	0.0028	0.0	0.0001	0.0005	0.0082	0.0078	0.0006	0.0	0.0719	0.0	0.0	0.0	0.0338	0.0	0.0658	0.0003	0.0006	0.0203	nan	0.0
4.7852	0.85	34	4.1951	0.0045	0.0114	0.0847	nan	0.0049	0.0395	0.0	0.0056	0.0	0.0	0.0001	0.0152	0.0	0.0016	0.0071	0.0133	0.0	0.0	0.0023	0.0	0.0081	0.0018	0.0	0.0	0.0000	0.0000	0.0006	0.0	0.0	0.1045	0.0157	0.0	0.0421	0.0	0.5277	0.0	0.0229	0.0	0.0028	0.0024	0.0024	0.0135	0.002	0.0000	0.0878	0.0	0.015	0.0	0.0490	0.0	0.1254	0.0	0.0007	0.0347	nan	nan	0.0009	0.0149	0.0	0.0039	0.0	0.0	0.0001	0.0001	0.0	0.0004	0.0009	0.0006	0.0	0.0	0.0005	0.0	0.0010	0.0000	0.0	0.0	0.0000	0.0000	0.0006	0.0	0.0	0.0200	0.0002	0.0	0.0016	0.0	0.2195	0.0	0.0026	0.0	0.0000	0.0016	0.0013	0.0120	0.0010	0.0000	0.0685	0.0	0.0000	0.0	0.0365	0.0	0.0637	0.0	0.0006	0.0104	nan	0.0
4.5439	0.9	36	4.0852	0.0046	0.0113	0.0857	nan	0.0046	0.0278	0.0	0.0018	0.0	0.0	0.0000	0.0118	0.0	0.0	0.0071	0.0114	0.0	0.0	0.0	0.0	0.0105	0.0018	0.0	0.0	0.0018	0.0006	0.0003	0.0001	0.0	0.0934	0.0219	0.0	0.0306	0.0	0.5354	0.0	0.0115	0.0	0.0014	0.0004	0.0139	0.0215	0.002	0.0000	0.0726	0.0	0.03	0.0	0.0823	0.0	0.0850	0.0	0.0	0.0626	nan	nan	0.0007	0.0107	0.0	0.0013	0.0	0.0	0.0000	0.0001	0.0	0.0	0.0011	0.0006	0.0	0.0	0.0	0.0	0.0017	0.0000	0.0	0.0	0.0014	0.0004	0.0003	0.0001	0.0	0.0181	0.0002	0.0	0.0022	0.0	0.2304	0.0	0.0025	0.0	0.0000	0.0003	0.0064	0.0192	0.0008	0.0000	0.0571	0.0	0.0000	0.0	0.0494	0.0	0.0502	0.0	0.0	0.0166	nan	0.0
4.859	0.95	38	4.0464	0.0048	0.0111	0.0841	nan	0.0036	0.0539	0.0	0.0004	0.0	0.0	0.0	0.0101	0.0	0.0	0.0071	0.0095	0.0	0.0	0.0	0.0	0.0105	0.0018	0.0	0.0	0.0056	0.0025	0.0007	0.0	0.0010	0.0829	0.0078	0.0	0.0153	0.0	0.5050	0.0	0.0010	0.0	0.0014	0.0064	0.0093	0.0264	0.0	0.0003	0.0944	0.0	0.0	0.0	0.0855	0.0	0.0690	0.0	0.0	0.1059	nan	nan	0.0007	0.0187	0.0	0.0003	0.0	0.0	0.0	0.0002	0.0	0.0	0.0012	0.0010	0.0	0.0	0.0	0.0	0.0017	0.0000	0.0	0.0	0.0037	0.0018	0.0007	0.0	0.0000	0.0204	0.0001	0.0	0.0013	0.0	0.2291	0.0	0.0002	0.0	0.0000	0.0037	0.0040	0.0239	0.0	0.0003	0.0738	0.0	0.0	0.0	0.0469	0.0	0.0415	0.0	0.0	0.0226	nan	0.0
5.7095	1.0	40	3.9375	0.0051	0.0120	0.0971	nan	0.0023	0.0820	0.0	0.0001	0.0	0.0	0.0	0.0101	0.0	0.0	0.0018	0.0057	0.0	0.0	0.0	0.0	0.0116	0.0	0.0	0.0	0.0152	0.0004	0.0010	0.0	0.0010	0.0603	0.0188	0.0	0.0019	0.0	0.5900	0.0	0.0	0.0	0.0028	0.0659	0.0017	0.0135	0.0	0.0	0.0890	0.0	0.015	0.0	0.0765	0.0	0.0865	0.0	0.0	0.0583	nan	nan	0.0004	0.0301	0.0	0.0001	0.0	0.0	0.0	0.0004	0.0	0.0	0.0003	0.0006	0.0	0.0	0.0	0.0	0.0020	0.0	0.0	0.0	0.0100	0.0003	0.0010	0.0	0.0000	0.0158	0.0002	0.0	0.0004	0.0	0.2394	0.0	0.0	0.0	0.0001	0.0348	0.0008	0.0126	0.0	0.0	0.0721	0.0	0.0000	0.0	0.0474	0.0	0.0463	0.0	0.0	0.0141	nan	0.0
4.3282	1.05	42	3.8296	0.0054	0.0130	0.1029	nan	0.0	0.0952	0.0	0.0001	0.0	0.0	0.0	0.0101	0.0	0.0	0.0	0.0038	0.0	0.0	0.0069	0.0	0.0186	0.0	0.0	0.0	0.0073	0.0001	0.0010	0.0	0.0	0.0268	0.0251	0.0	0.0019	0.0	0.6200	0.0	0.0	0.0	0.0028	0.0368	0.0020	0.0105	0.0	0.0	0.0947	0.0	0.03	0.0	0.1112	0.0	0.1812	0.0	0.0	0.0303	nan	nan	0.0	0.0362	0.0	0.0000	0.0	0.0	0.0	0.0003	0.0	0.0	0.0	0.0004	0.0	0.0	0.0013	0.0	0.0023	0.0	0.0	0.0	0.0054	0.0001	0.0010	0.0	0.0	0.0074	0.0002	0.0	0.0003	0.0	0.2392	0.0	0.0	0.0	0.0001	0.0238	0.0009	0.0096	0.0	0.0	0.0698	0.0	0.0000	0.0	0.0638	0.0	0.0895	0.0	0.0	0.0084	nan	0.0
4.1968	1.1	44	3.8936	0.0062	0.0158	0.1012	nan	0.0	0.0663	0.0	0.0001	0.0	0.0	0.0	0.0101	0.0	0.0016	0.0	0.0019	0.0	0.0	0.0012	0.0	0.0174	0.0018	0.0	0.0	0.0063	0.0001	0.0038	0.0	0.0030	0.0785	0.0251	0.0	0.0191	0.0	0.5577	0.0	0.0	0.0	0.0014	0.0585	0.0021	0.0167	0.0	0.0	0.1152	0.0	0.03	0.0	0.1117	0.0	0.3548	0.0	0.0	0.1114	nan	nan	0.0	0.0277	0.0	0.0000	0.0	0.0	0.0	0.0003	0.0	0.0004	0.0	0.0003	0.0	0.0	0.0002	0.0	0.0016	0.0000	0.0	0.0	0.0048	0.0001	0.0035	0.0	0.0001	0.0177	0.0002	0.0	0.0029	0.0	0.2309	0.0	0.0	0.0	0.0000	0.0344	0.0011	0.0158	0.0	0.0	0.0921	0.0	0.0000	0.0	0.0643	0.0	0.1273	0.0	0.0	0.0176	nan	0.0
4.1676	1.15	46	3.8953	0.0061	0.0163	0.1063	nan	0.0	0.0501	0.0	0.0000	0.0	0.0	0.0	0.0084	0.0	0.0	0.0	0.0019	0.0	0.0	0.0	0.0	0.0151	0.0018	0.0	0.0	0.0015	0.0001	0.0077	0.0	0.0030	0.1122	0.0251	0.0	0.0076	0.0	0.5891	0.0	0.0	0.0	0.0028	0.0109	0.0012	0.0197	0.0	0.0	0.1471	0.0	0.03	0.0	0.0955	0.0	0.4477	0.0	0.0	0.0653	nan	nan	0.0	0.0245	0.0	0.0000	0.0	0.0	0.0	0.0002	0.0	0.0	0.0	0.0003	0.0	0.0	0.0	0.0	0.0027	0.0000	0.0	0.0	0.0012	0.0001	0.0068	0.0	0.0001	0.0199	0.0002	0.0	0.0017	0.0	0.2207	0.0	0.0	0.0	0.0001	0.0081	0.0008	0.0183	0.0	0.0	0.1070	0.0	0.0000	0.0	0.0526	0.0	0.1556	0.0	0.0	0.0102	nan	0.0
4.7494	1.2	48	3.8646	0.0062	0.0163	0.0921	nan	0.0	0.0544	0.0	0.0000	0.0	0.0	0.0	0.0067	0.0	0.0016	0.0018	0.0038	0.0	0.0	0.0012	0.0	0.0267	0.0018	0.0	0.0	0.0050	0.0006	0.0013	0.0	0.0050	0.1048	0.0235	0.0	0.0057	0.0	0.4383	0.0	0.0	0.0	0.0028	0.0044	0.0017	0.0676	0.0	0.0	0.1288	0.0	0.02	0.0	0.1335	0.0	0.5419	0.0	0.0	0.0676	nan	nan	0.0	0.0265	0.0	0.0000	0.0	0.0	0.0	0.0002	0.0	0.0003	0.0003	0.0009	0.0	0.0	0.0003	0.0	0.0036	0.0000	0.0	0.0	0.0041	0.0004	0.0011	0.0	0.0001	0.0236	0.0001	0.0	0.0011	0.0	0.2033	0.0	0.0	0.0	0.0000	0.0027	0.0010	0.0542	0.0	0.0	0.0986	0.0	0.0000	0.0	0.0625	0.0	0.1461	0.0	0.0	0.0084	nan	0.0
5.1348	1.25	50	3.8082	0.0061	0.0174	0.1009	nan	0.0	0.0529	0.0	0.0000	0.0	0.0	0.0	0.0084	0.0	0.0	0.0	0.0	0.0	0.0	0.0012	0.0	0.0163	0.0	0.0	0.0	0.0201	0.0001	0.0024	0.0	0.0030	0.0910	0.0282	0.0	0.0038	0.0	0.4933	0.0	0.0	0.0	0.0028	0.0060	0.0009	0.0410	0.0	0.0	0.1124	0.0	0.03	0.0	0.1909	0.0	0.6037	0.0	0.0	0.0520	nan	nan	0.0	0.0262	0.0	0.0000	0.0	0.0	0.0	0.0002	0.0	0.0	0.0	0.0	0.0	0.0	0.0003	0.0	0.0045	0.0	0.0	0.0	0.0157	0.0001	0.0020	0.0	0.0001	0.0267	0.0002	0.0	0.0010	0.0	0.1882	0.0	0.0	0.0	0.0001	0.0043	0.0005	0.0342	0.0	0.0	0.0877	0.0	0.0001	0.0	0.0749	0.0	0.1600	0.0	0.0	0.0063	nan	0.0
4.6838	1.3	52	3.8054	0.0065	0.0190	0.1051	nan	0.0	0.0303	0.0	0.0000	0.0	0.0	0.0	0.0017	0.0	0.0	0.0	0.0	0.0	0.0	0.0012	0.0	0.0151	0.0	0.0	0.0	0.0199	0.0001	0.0	0.0	0.0020	0.1327	0.0266	0.0	0.0038	0.0	0.5065	0.0	0.0	0.0	0.0014	0.0040	0.0009	0.0219	0.0	0.0	0.1099	0.0	0.03	0.0	0.2700	0.0	0.6724	0.0	0.0	0.0677	nan	nan	0.0	0.0169	0.0	0.0000	0.0	0.0	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.0	0.0005	0.0	0.0036	0.0	0.0	0.0	0.0155	0.0001	0.0	0.0	0.0000	0.0376	0.0002	0.0	0.0012	0.0	0.1873	0.0	0.0	0.0	0.0000	0.0026	0.0006	0.0197	0.0	0.0	0.0882	0.0	0.0000	0.0	0.1004	0.0	0.1858	0.0	0.0	0.0090	nan	0.0
4.1151	1.35	54	3.7676	0.0067	0.0199	0.1086	nan	0.0	0.0249	0.0	0.0000	0.0	0.0	0.0	0.0017	0.0	0.0	0.0	0.0	0.0	0.0	0.0012	0.0	0.0128	0.0	0.0	0.0	0.0167	0.0004	0.0000	0.0	0.0010	0.1334	0.0251	0.0	0.0038	0.0	0.5025	0.0	0.0	0.0	0.0028	0.0181	0.0006	0.0307	0.0	0.0	0.0994	0.0	0.03	0.0	0.3254	0.0	0.7731	0.0	0.0	0.0054	nan	nan	0.0	0.0146	0.0	0.0000	0.0	0.0	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.0	0.0006	0.0	0.0029	0.0	0.0	0.0	0.0134	0.0003	0.0000	0.0	0.0000	0.0403	0.0002	0.0	0.0009	0.0	0.1886	0.0	0.0	0.0	0.0001	0.0108	0.0004	0.0285	0.0	0.0	0.0835	0.0	0.0000	0.0	0.1192	0.0	0.1886	0.0	0.0	0.0010	nan	0.0
4.0459	1.4	56	3.7675	0.0069	0.0209	0.1092	nan	0.0	0.0089	0.0	0.0000	0.0	0.0	0.0	0.0185	0.0	0.0016	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0135	0.0004	0.0010	0.0	0.0030	0.1738	0.0345	0.0	0.0057	0.0	0.4916	0.0	0.0	0.0	0.0014	0.0308	0.0005	0.0244	0.0	0.0	0.1313	0.0	0.03	0.0	0.3620	0.0	0.7731	0.0	0.0	0.0027	nan	nan	0.0	0.0057	0.0	0.0000	0.0	0.0	0.0	0.0002	0.0	0.0006	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0115	0.0003	0.0008	0.0	0.0001	0.0502	0.0001	0.0	0.0008	0.0	0.1809	0.0	0.0	0.0	0.0001	0.0171	0.0003	0.0224	0.0	0.0	0.1000	0.0	0.0001	0.0	0.1234	0.0	0.1983	0.0	0.0	0.0006	nan	0.0
4.1839	1.45	58	3.6698	0.0069	0.0208	0.1131	nan	0.0	0.0047	0.0	0.0000	0.0	0.0	0.0	0.0270	0.0	0.0016	0.0	0.0019	0.0	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.0028	0.0000	0.0095	0.0	0.0	0.1712	0.0439	0.0	0.0	0.0	0.5296	0.0	0.0	0.0	0.0014	0.0305	0.0004	0.0107	0.0	0.0	0.1572	0.0	0.01	0.0	0.3698	0.0	0.7274	0.0	0.0	0.0001	nan	nan	0.0	0.0035	0.0	0.0000	0.0	0.0	0.0	0.0003	0.0	0.0005	0.0	0.0011	0.0	0.0	0.0008	0.0	0.0	0.0	0.0	0.0	0.0022	0.0000	0.0076	0.0	0.0	0.0504	0.0002	0.0	0.0	0.0	0.1827	0.0	0.0	0.0	0.0001	0.0208	0.0002	0.0098	0.0	0.0	0.1137	0.0	0.0000	0.0	0.1139	0.0	0.2054	0.0	0.0	0.0000	nan	0.0
3.8442	1.5	60	3.6199	0.0068	0.0210	0.1110	nan	0.0	0.0046	0.0	0.0	0.0	0.0	0.0	0.0067	0.0	0.0016	0.0	0.0	0.0	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.0097	0.0007	0.0132	0.0	0.0	0.1465	0.0486	0.0	0.0	0.0	0.4898	0.0	0.0	0.0	0.0014	0.0246	0.0002	0.0173	0.0	0.0	0.1407	0.0	0.0	0.0	0.4268	0.0	0.7845	0.0	0.0	0.0007	nan	nan	0.0	0.0031	0.0	0.0	0.0	0.0	0.0	0.0001	0.0	0.0006	0.0	0.0	0.0	0.0	0.0003	0.0	0.0	0.0	0.0	0.0	0.0074	0.0005	0.0109	0.0	0.0	0.0510	0.0002	0.0	0.0	0.0	0.1818	0.0	0.0	0.0	0.0000	0.0176	0.0001	0.0158	0.0	0.0	0.0995	0.0	0.0	0.0	0.1023	0.0	0.2046	0.0	0.0	0.0003	nan	0.0
3.8278	1.55	62	3.6134	0.0065	0.0222	0.1093	nan	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.0067	0.0	0.0016	0.0	0.0019	0.0	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.0180	0.0061	0.0041	0.0	0.0	0.1453	0.0533	0.0	0.0	0.0	0.4501	0.0008	0.0	0.0	0.0110	0.0061	0.0005	0.0136	0.0	0.0	0.1036	0.0	0.0	0.0	0.5460	0.0	0.8641	0.0	0.0	0.0100	nan	nan	0.0	0.0008	0.0	0.0	0.0	0.0	0.0	0.0002	0.0	0.0006	0.0	0.0010	0.0	0.0	0.0002	0.0	0.0	0.0	0.0	0.0	0.0131	0.0045	0.0034	0.0	0.0	0.0438	0.0003	0.0	0.0	0.0	0.1957	0.0007	0.0	0.0	0.0003	0.0043	0.0003	0.0127	0.0	0.0	0.0740	0.0	0.0	0.0	0.1076	0.0	0.2034	0.0	0.0	0.0036	nan	0.0
3.7984	1.6	64	3.5273	0.0065	0.0214	0.1085	nan	0.0	0.0018	0.0	0.0000	0.0	0.0	0.0	0.0422	0.0	0.0	0.0	0.0	0.0	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.0142	0.0022	0.0135	0.0	0.0	0.1109	0.0329	0.0	0.0076	0.0017	0.4652	0.0000	0.0	0.0	0.0083	0.0053	0.0003	0.0028	0.0	0.0	0.1138	0.0	0.0	0.0	0.5197	0.0	0.8176	0.0	0.0	0.0	nan	nan	0.0	0.0013	0.0	0.0000	0.0	0.0	0.0	0.0007	0.0	0.0	0.0	0.0	0.0	0.0	0.0002	0.0	0.0	0.0	0.0	0.0	0.0097	0.0016	0.0109	0.0	0.0	0.0389	0.0002	0.0	0.0011	0.0003	0.1831	0.0000	0.0	0.0	0.0002	0.0040	0.0002	0.0027	0.0	0.0	0.0729	0.0	0.0	0.0	0.1066	0.0	0.2316	0.0	0.0	0.0	nan	0.0
3.8205	1.65	66	3.5199	0.0067	0.0215	0.1054	nan	0.0	0.0014	0.0	0.0	0.0	0.0	0.0	0.0422	0.0	0.0	0.0	0.0	0.0	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.0049	0.0000	0.0124	0.0	0.0	0.1170	0.0298	0.0	0.0057	0.0017	0.4309	0.0001	0.0	0.0	0.0083	0.0011	0.0001	0.0096	0.0	0.0	0.1040	0.0	0.0	0.0	0.5722	0.0	0.8314	0.0	0.0	0.0	nan	nan	0.0	0.0009	0.0	0.0	0.0	0.0	0.0	0.0009	0.0	0.0	0.0	0.0	0.0	0.0	0.0004	0.0	0.0	0.0	0.0	0.0	0.0037	0.0000	0.0100	0.0	0.0	0.0485	0.0002	0.0	0.0009	0.0004	0.1916	0.0001	0.0	0.0	0.0002	0.0009	0.0001	0.0091	0.0	0.0	0.0695	0.0	0.0	0.0	0.0864	0.0	0.2655	0.0	0.0	0.0	nan	0.0
4.4154	1.7	68	3.4935	0.0065	0.0210	0.1025	nan	0.0	0.0062	0.0	0.0	0.0	0.0	0.0	0.0354	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0005	0.0000	0.0134	0.0	0.0	0.1226	0.0470	0.0	0.0	0.0	0.4233	0.0000	0.0	0.0	0.0083	0.0	0.0001	0.0072	0.0	0.0	0.0717	0.0	0.015	0.0	0.5557	0.0	0.8109	0.0	0.0	0.0	nan	nan	0.0	0.0037	0.0	0.0	0.0	0.0	0.0	0.0011	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0004	0.0000	0.0102	0.0	0.0	0.0380	0.0003	0.0	0.0	0.0	0.1950	0.0000	0.0	0.0	0.0002	0.0	0.0001	0.0071	0.0	0.0	0.0519	0.0	0.0000	0.0	0.0802	0.0	0.2831	0.0	0.0	0.0	nan	0.0
4.043	1.75	70	3.4672	0.0068	0.0204	0.1035	nan	0.0	0.0040	0.0	0.0	0.0	0.0	0.0	0.0371	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0068	0.0000	0.0370	0.0	0.0	0.1174	0.0502	0.0	0.0	0.0	0.4340	0.0	0.0	0.0	0.0028	0.0006	0.0001	0.0028	0.0	0.0	0.0836	0.0	0.015	0.0	0.5048	0.0	0.7674	0.0	0.0	0.0	nan	nan	0.0	0.0023	0.0	0.0	0.0	0.0	0.0	0.0010	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0049	0.0000	0.0235	0.0	0.0	0.0362	0.0003	0.0	0.0	0.0	0.1909	0.0	0.0	0.0	0.0001	0.0005	0.0001	0.0027	0.0	0.0	0.0570	0.0	0.0001	0.0	0.0822	0.0	0.3005	0.0	0.0	0.0	nan	0.0
4.4109	1.8	72	3.4063	0.0069	0.0198	0.1046	nan	0.0	0.0035	0.0	0.0	0.0	0.0	0.0	0.0371	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0361	0.0	0.0	0.1168	0.0329	0.0	0.0	0.0	0.4584	0.0	0.0	0.0	0.0028	0.0008	0.0001	0.0000	0.0	0.0	0.1134	0.0	0.015	0.0	0.4896	0.0	0.6920	0.0	0.0	0.0	nan	nan	0.0	0.0021	0.0	0.0	0.0	0.0	0.0	0.0014	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0225	0.0	0.0	0.0423	0.0003	0.0	0.0	0.0	0.1760	0.0	0.0	0.0	0.0001	0.0007	0.0001	0.0000	0.0	0.0	0.0711	0.0	0.0001	0.0	0.0836	0.0	0.3148	0.0	0.0	0.0	nan	0.0
4.2326	1.85	74	3.4021	0.0071	0.0188	0.1030	nan	0.0	0.0011	0.0	0.0	0.0	0.0	0.0	0.0135	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0000	0.0132	0.0	0.0	0.1136	0.0313	0.0	0.0	0.0	0.4728	0.0	0.0	0.0	0.0028	0.0000	0.0003	0.0	0.0	0.0	0.1481	0.0	0.005	0.0	0.4675	0.0	0.6341	0.0	0.0	0.0	nan	nan	0.0	0.0008	0.0	0.0	0.0	0.0	0.0	0.0011	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0000	0.0091	0.0	0.0	0.0401	0.0003	0.0	0.0	0.0	0.1721	0.0	0.0	0.0	0.0001	0.0000	0.0002	0.0	0.0	0.0	0.0902	0.0	0.0000	0.0	0.0845	0.0	0.3370	0.0	0.0	0.0	nan	0.0
4.8084	1.9	76	3.3624	0.0066	0.0173	0.0965	nan	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.0017	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0	0.0129	0.0	0.0	0.0432	0.0188	0.0	0.0	0.0	0.4465	0.0	0.0	0.0	0.0	0.0	0.0004	0.0	0.0	0.0000	0.0901	0.0	0.015	0.0	0.4640	0.0	0.6572	0.0	0.0	0.0	nan	nan	0.0	0.0004	0.0	0.0	0.0	0.0	0.0	0.0002	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0	0.0090	0.0	0.0	0.0179	0.0003	0.0	0.0	0.0	0.1692	0.0	0.0	0.0	0.0	0.0	0.0003	0.0	0.0	0.0000	0.0620	0.0	0.0002	0.0	0.0784	0.0	0.3417	0.0	0.0	0.0	nan	0.0
3.7655	1.95	78	3.3344	0.0067	0.0168	0.0987	nan	0.0	0.0003	0.0	0.0	0.0	0.0	0.0	0.0034	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0	0.0151	0.0	0.0	0.0693	0.0110	0.0	0.0	0.0	0.4757	0.0	0.0	0.0	0.0	0.0001	0.0004	0.0000	0.0	0.0	0.0854	0.0	0.015	0.0	0.4564	0.0	0.5685	0.0	0.0	0.0	nan	nan	0.0	0.0002	0.0	0.0	0.0	0.0	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0	0.0086	0.0	0.0	0.0249	0.0002	0.0	0.0	0.0	0.1648	0.0	0.0	0.0	0.0	0.0001	0.0003	0.0000	0.0	0.0	0.0603	0.0	0.0003	0.0	0.0978	0.0	0.3293	0.0	0.0	0.0	nan	0.0
3.5394	2.0	80	3.3618	0.0072	0.0181	0.1028	nan	0.0	0.0009	0.0	0.0	0.0	0.0	0.0	0.0051	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0000	0.0256	0.0	0.0	0.1192	0.0157	0.0	0.0	0.0	0.4729	0.0	0.0	0.0	0.0	0.0090	0.0002	0.0	0.0	0.0	0.0934	0.0	0.0	0.0	0.4943	0.0	0.5885	0.0	0.0	0.0	nan	nan	0.0	0.0007	0.0	0.0	0.0	0.0	0.0	0.0007	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0000	0.0117	0.0	0.0	0.0460	0.0003	0.0	0.0	0.0	0.1736	0.0	0.0	0.0	0.0	0.0067	0.0002	0.0	0.0	0.0	0.0610	0.0	0.0	0.0	0.0988	0.0	0.3397	0.0	0.0	0.0	nan	0.0
3.8067	2.05	82	3.4210	0.0082	0.0204	0.1111	nan	0.0	0.0013	0.0	0.0	0.0	0.0005	0.0	0.0371	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0000	0.0587	0.0	0.0	0.1720	0.0282	0.0	0.0	0.0017	0.4779	0.0	0.0	0.0	0.0	0.0710	0.0001	0.0	0.0	0.0000	0.1139	0.0	0.0	0.0	0.5521	0.0	0.5414	0.0	0.0	0.0	nan	nan	0.0	0.0011	0.0	0.0	0.0	0.0004	0.0	0.0063	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0000	0.0214	0.0	0.0	0.0729	0.0005	0.0	0.0	0.0005	0.1800	0.0	0.0	0.0	0.0	0.0408	0.0001	0.0	0.0	0.0000	0.0863	0.0	0.0	0.0	0.0950	0.0	0.3388	0.0	0.0	0.0	nan	0.0
3.8713	2.1	84	3.3946	0.0089	0.0219	0.1189	nan	0.0	0.0014	0.0	0.0	0.0	0.0039	0.0	0.0388	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.1055	0.0	0.0	0.1820	0.0219	0.0	0.0	0.0	0.4821	0.0	0.0	0.0	0.0	0.1350	0.0001	0.0	0.0	0.0	0.1256	0.0	0.0	0.0	0.5297	0.0	0.5850	0.0	0.0	0.0	nan	nan	0.0	0.0011	0.0	0.0	0.0	0.0022	0.0	0.0030	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0359	0.0	0.0	0.0869	0.0004	0.0	0.0	0.0	0.1767	0.0	0.0	0.0	0.0	0.0705	0.0001	0.0	0.0	0.0	0.0867	0.0	0.0	0.0	0.1059	0.0	0.3483	0.0	0.0	0.0	nan	0.0
4.5286	2.15	86	3.3105	0.0090	0.0213	0.1178	nan	0.0	0.0020	0.0	0.0	0.0	0.0039	0.0	0.0388	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.1300	0.0	0.0	0.1668	0.0031	0.0	0.0	0.0	0.4704	0.0	0.0	0.0	0.0	0.1081	0.0001	0.0	0.0	0.0	0.1427	0.0	0.0	0.0	0.4742	0.0	0.6123	0.0	0.0	0.0	nan	nan	0.0	0.0016	0.0	0.0	0.0	0.0022	0.0	0.0022	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0417	0.0	0.0	0.0900	0.0001	0.0	0.0	0.0	0.1715	0.0	0.0	0.0	0.0	0.0571	0.0000	0.0	0.0	0.0	0.0898	0.0	0.0	0.0	0.1121	0.0	0.3531	0.0	0.0	0.0	nan	nan
4.0875	2.2	88	3.2937	0.0104	0.0238	0.1260	nan	0.0	0.0055	0.0	0.0	0.0	0.0018	0.0	0.0388	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.1661	0.0	0.0	0.1693	0.0	0.0	0.0	0.0	0.4519	0.0	0.0	0.0	0.0	0.2847	0.0001	0.0	0.0	0.0	0.1235	0.0	0.0	0.0	0.5004	0.0	0.6595	0.0	0.0	0.0	nan	nan	0.0	0.0045	0.0	0.0	0.0	0.0014	0.0	0.0065	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0475	0.0	0.0	0.0969	0.0	0.0	0.0	0.0	0.1842	0.0	0.0	0.0	0.0	0.1465	0.0000	0.0	0.0	0.0	0.0842	0.0	0.0	0.0	0.1083	0.0	0.3825	0.0	0.0	0.0	nan	nan
4.4443	2.25	90	3.2795	0.0100	0.0247	0.1267	nan	0.0	0.0053	0.0	0.0	0.0	0.0039	0.0	0.0034	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.1571	0.0	0.0	0.1430	0.0	0.0	0.0	0.0	0.4362	0.0	0.0	0.0	0.0	0.2917	0.0001	0.0	0.0	0.0004	0.0931	0.0	0.0	0.0	0.5176	0.0	0.8371	0.0	0.0	0.0034	nan	nan	0.0	0.0046	0.0	0.0	0.0	0.0022	0.0	0.0011	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0473	0.0	0.0	0.0799	0.0	0.0	0.0	0.0	0.1973	0.0	0.0	0.0	0.0	0.1353	0.0000	0.0	0.0	0.0004	0.0691	0.0	0.0	0.0	0.0996	0.0	0.3885	0.0	0.0	0.0021	nan	0.0
4.1965	2.3	92	3.2336	0.0094	0.0237	0.1226	nan	0.0	0.0065	0.0	0.0	0.0	0.0023	0.0	0.0034	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.1558	0.0	0.0	0.1082	0.0	0.0	0.0	0.0017	0.4261	0.0	0.0	0.0	0.0014	0.2819	0.0001	0.0	0.0	0.0	0.0741	0.0	0.0	0.0	0.4728	0.0	0.8579	0.0	0.0	0.0	nan	nan	0.0	0.0055	0.0	0.0	0.0	0.0015	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0478	0.0	0.0	0.0607	0.0	0.0	0.0	0.0013	0.1912	0.0	0.0	0.0	0.0001	0.1420	0.0001	0.0	0.0	0.0	0.0579	0.0	0.0	0.0	0.1084	0.0	0.3382	0.0	0.0	0.0	nan	nan
3.9452	2.35	94	3.2168	0.0089	0.0219	0.1159	nan	0.0	0.0075	0.0	0.0	0.0	0.0039	0.0	0.0017	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1562	0.0	0.0	0.0857	0.0063	0.0	0.0	0.0	0.4147	0.0	0.0	0.0	0.0	0.1432	0.0003	0.0	0.0	0.0	0.0847	0.0	0.0	0.0	0.4656	0.0	0.8431	0.0	0.0	0.0003	nan	nan	0.0	0.0062	0.0	0.0	0.0	0.0018	0.0	0.0005	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0487	0.0	0.0	0.0458	0.0002	0.0	0.0	0.0	0.1863	0.0	0.0	0.0	0.0	0.0882	0.0001	0.0	0.0	0.0	0.0696	0.0	0.0	0.0	0.1128	0.0	0.3453	0.0	0.0	0.0002	nan	nan
3.6242	2.4	96	3.2490	0.0094	0.0229	0.1200	nan	0.0	0.0154	0.0	0.0	0.0	0.0039	0.0	0.0034	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.1561	0.0	0.0	0.1261	0.0094	0.0	0.0	0.0	0.4279	0.0	0.0	0.0	0.0	0.2123	0.0003	0.0	0.0	0.0	0.0908	0.0	0.0	0.0	0.4164	0.0	0.8511	0.0	0.0	0.0001	nan	nan	0.0	0.0116	0.0	0.0	0.0	0.0017	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0486	0.0	0.0	0.0744	0.0002	0.0	0.0	0.0	0.1822	0.0	0.0	0.0	0.0	0.1257	0.0002	0.0	0.0	0.0	0.0743	0.0	0.0	0.0	0.1178	0.0	0.3253	0.0	0.0	0.0001	nan	nan
3.6839	2.45	98	3.2075	0.0079	0.0207	0.1096	nan	0.0	0.0234	0.0	0.0	0.0	0.0039	0.0	0.0017	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1619	0.0	0.0	0.0979	0.0	0.0	0.0	0.0	0.3866	0.0	0.0	0.0	0.0	0.0832	0.0001	0.0	0.0	0.0	0.0841	0.0	0.0	0.0	0.3904	0.0	0.8551	0.0	0.0	0.0	nan	nan	0.0	0.0151	0.0	0.0	0.0	0.0016	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0549	0.0	0.0	0.0459	0.0	0.0	0.0	0.0	0.1766	0.0	0.0	0.0	0.0	0.0556	0.0001	0.0	0.0	0.0	0.0656	0.0	0.0	0.0	0.1177	0.0	0.2748	0.0	0.0	0.0	nan	nan
3.7616	2.5	100	3.2148	0.0089	0.0227	0.1175	nan	0.0	0.0559	0.0	0.0	0.0	0.0025	0.0	0.0017	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1818	0.0	0.0	0.1305	0.0	0.0	0.0	0.0	0.3846	0.0	0.0	0.0	0.0	0.1888	0.0001	0.0	0.0	0.0	0.0967	0.0	0.0	0.0	0.3785	0.0	0.8739	0.0	0.0	0.0	nan	nan	0.0	0.0325	0.0	0.0	0.0	0.0015	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0604	0.0	0.0	0.0519	0.0	0.0	0.0	0.0	0.1820	0.0	0.0	0.0	0.0	0.1067	0.0001	0.0	0.0	0.0	0.0876	0.0	0.0	0.0	0.1207	0.0	0.2651	0.0	0.0	0.0	nan	nan
4.0295	2.55	102	3.2478	0.0080	0.0223	0.1114	nan	0.0	0.0722	0.0	0.0	0.0	0.0	0.0	0.0017	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.2081	0.0	0.0	0.1195	0.0	0.0	0.0	0.0	0.3175	0.0	0.0	0.0	0.0	0.1729	0.0002	0.0003	0.0	0.0	0.0637	0.0	0.0	0.0	0.4082	0.0	0.8888	0.0	0.0	0.0	nan	nan	0.0	0.0429	0.0	0.0	0.0	0.0	0.0	0.0000	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0675	0.0	0.0	0.0449	0.0	0.0	0.0	0.0	0.1786	0.0	0.0	0.0	0.0	0.0917	0.0001	0.0003	0.0	0.0	0.0597	0.0	0.0	0.0	0.1093	0.0	0.2222	0.0	0.0	0.0	nan	nan
3.531	2.6	104	3.2354	0.0081	0.0222	0.1091	nan	0.0	0.0757	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.2027	0.0	0.0	0.1246	0.0	0.0	0.0	0.0	0.3008	0.0	0.0	0.0	0.0014	0.1851	0.0003	0.0003	0.0	0.0	0.0688	0.0	0.0	0.0	0.3977	0.0	0.8867	0.0	0.0	0.0	nan	nan	0.0	0.0433	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0717	0.0	0.0	0.0348	0.0	0.0	0.0	0.0	0.1725	0.0	0.0	0.0	0.0001	0.1103	0.0002	0.0003	0.0	0.0	0.0630	0.0	0.0	0.0	0.1145	0.0	0.2161	0.0	0.0	0.0	nan	nan
3.4865	2.65	106	3.2465	0.0075	0.0223	0.1029	nan	0.0	0.1141	0.0	0.0	0.0	0.0011	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.2035	0.0	0.0	0.1365	0.0	0.0	0.0	0.0	0.2320	0.0	0.0	0.0	0.0028	0.1494	0.0001	0.0	0.0	0.0	0.0720	0.0	0.0	0.0	0.4355	0.0	0.9032	0.0	0.0	0.0	nan	nan	0.0	0.0618	0.0	0.0	0.0	0.0004	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0740	0.0	0.0	0.0386	0.0	0.0	0.0	0.0	0.1426	0.0	0.0	0.0	0.0001	0.0949	0.0001	0.0	0.0	0.0	0.0649	0.0	0.0	0.0	0.1088	0.0	0.1782	0.0	0.0	0.0	nan	nan
4.1323	2.7	108	3.1820	0.0076	0.0209	0.1010	nan	0.0	0.0956	0.0	0.0	0.0	0.0027	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0004	0.0	0.1832	0.0	0.0	0.1051	0.0	0.0	0.0	0.0	0.2716	0.0	0.0	0.0	0.0	0.0495	0.0001	0.0009	0.0	0.0	0.1355	0.0	0.0	0.0	0.3885	0.0	0.8734	0.0	0.0	0.0	nan	nan	0.0	0.0470	0.0	0.0	0.0	0.0010	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0003	0.0	0.0687	0.0	0.0	0.0304	0.0	0.0	0.0	0.0	0.1555	0.0	0.0	0.0	0.0	0.0342	0.0000	0.0009	0.0	0.0	0.1039	0.0	0.0	0.0	0.1147	0.0	0.2224	0.0	0.0	0.0	nan	nan
5.073	2.75	110	3.1764	0.0073	0.0197	0.0967	nan	0.0	0.0564	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0176	0.0	0.1777	0.0	0.0	0.0730	0.0	0.0	0.0	0.0	0.2656	0.0	0.0	0.0	0.0	0.0196	0.0001	0.0034	0.0	0.0	0.0984	0.0	0.0	0.0	0.4226	0.0	0.8582	0.0	0.0	0.0	nan	nan	0.0	0.0310	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0127	0.0	0.0687	0.0	0.0	0.0212	0.0	0.0	0.0	0.0	0.1504	0.0	0.0	0.0	0.0	0.0159	0.0000	0.0033	0.0	0.0	0.0726	0.0	0.0	0.0	0.1095	0.0	0.2627	0.0	0.0	0.0	nan	nan
4.2415	2.8	112	3.1814	0.0081	0.0203	0.0961	nan	0.0	0.0263	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0066	0.0	0.1713	0.0	0.0	0.0989	0.0016	0.0	0.0	0.0	0.2590	0.0	0.0	0.0	0.0	0.0548	0.0001	0.0024	0.0	0.0	0.1402	0.0	0.0	0.0	0.4411	0.0	0.8447	0.0	0.0	0.0	nan	nan	0.0	0.0149	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0050	0.0	0.0643	0.0	0.0	0.0276	0.0000	0.0	0.0	0.0	0.1438	0.0	0.0	0.0	0.0	0.0413	0.0000	0.0024	0.0	0.0	0.1028	0.0	0.0	0.0	0.1167	0.0	0.3079	0.0	0.0	0.0	nan	nan
3.9205	2.85	114	3.1949	0.0078	0.0211	0.0948	nan	0.0	0.0243	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0014	0.0000	0.1815	0.0	0.0	0.1094	0.0063	0.0	0.0	0.0	0.2205	0.0	0.0	0.0	0.0	0.0838	0.0001	0.0005	0.0	0.0	0.1809	0.0	0.0	0.0	0.4634	0.0	0.8598	0.0	0.0	0.0	nan	nan	0.0	0.0142	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0011	0.0000	0.0659	0.0	0.0	0.0283	0.0001	0.0	0.0	0.0	0.1322	0.0	0.0	0.0	0.0	0.0695	0.0001	0.0005	0.0	0.0	0.1287	0.0	0.0	0.0	0.1213	0.0	0.2343	0.0	0.0	0.0	nan	nan
4.3779	2.9	116	3.1579	0.0075	0.0186	0.0833	nan	0.0	0.0341	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0053	0.0000	0.1684	0.0	0.0	0.0369	0.0063	0.0	0.0	0.0	0.1841	0.0	0.0	0.0	0.0	0.0949	0.0003	0.0014	0.0	0.0	0.1764	0.0	0.0	0.0	0.3543	0.0	0.8143	0.0	0.0	0.0	nan	nan	0.0	0.0205	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0043	0.0000	0.0674	0.0	0.0	0.0082	0.0002	0.0	0.0	0.0	0.1166	0.0	0.0	0.0	0.0	0.0868	0.0002	0.0014	0.0	0.0	0.1384	0.0	0.0	0.0	0.1455	0.0	0.1769	0.0	0.0	0.0	nan	nan
3.2634	2.95	118	3.1748	0.0079	0.0192	0.0814	nan	0.0	0.0218	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0020	0.0003	0.1516	0.0	0.0	0.0758	0.0016	0.0	0.0	0.0	0.1586	0.0	0.0	0.0	0.0	0.1338	0.0003	0.0044	0.0	0.0	0.2166	0.0	0.0	0.0	0.3691	0.0	0.8078	0.0	0.0	0.0	nan	nan	0.0	0.0134	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0017	0.0003	0.0626	0.0	0.0	0.0138	0.0000	0.0	0.0	0.0	0.1050	0.0	0.0	0.0	0.0	0.1195	0.0002	0.0044	0.0	0.0	0.1543	0.0	0.0	0.0	0.1410	0.0	0.1943	0.0	0.0	0.0	nan	nan
3.2177	3.0	120	3.1715	0.0082	0.0196	0.0811	nan	0.0	0.0302	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0001	0.0002	0.1638	0.0	0.0	0.0762	0.0	0.0	0.0	0.0	0.1356	0.0	0.0	0.0	0.0	0.1555	0.0000	0.0011	0.0	0.0	0.2032	0.0	0.0	0.0	0.4074	0.0	0.8081	0.0	0.0	0.0	nan	nan	0.0	0.0189	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0001	0.0002	0.0641	0.0	0.0	0.0137	0.0	0.0	0.0	0.0	0.0907	0.0	0.0	0.0	0.0	0.1310	0.0000	0.0011	0.0	0.0	0.1633	0.0	0.0	0.0	0.1327	0.0	0.2238	0.0	0.0	0.0	nan	nan
3.1064	3.05	122	3.1980	0.0088	0.0208	0.0845	nan	0.0	0.0158	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.1774	0.0	0.0	0.0989	0.0	0.0	0.0	0.0	0.1319	0.0	0.0	0.0	0.0	0.1730	0.0001	0.0000	0.0	0.0	0.2378	0.0	0.0	0.0	0.4470	0.0	0.8150	0.0	0.0	0.0	nan	nan	0.0	0.0120	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0611	0.0	0.0	0.0173	0.0	0.0	0.0	0.0	0.0877	0.0	0.0	0.0	0.0	0.1388	0.0000	0.0000	0.0	0.0	0.1777	0.0	0.0	0.0	0.1251	0.0	0.2735	0.0	0.0	0.0	nan	nan
3.3331	3.1	124	3.2180	0.0085	0.0222	0.0865	nan	0.0	0.0117	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0051	0.0001	0.1950	0.0	0.0	0.1428	0.0	0.0	0.0	0.0	0.0986	0.0	0.0	0.0	0.0028	0.2027	0.0001	0.0000	0.0	0.0004	0.1791	0.0	0.0	0.0	0.5481	0.0	0.8582	0.0	0.0	0.0	nan	nan	0.0	0.0091	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0042	0.0001	0.0647	0.0	0.0	0.0262	0.0	0.0	0.0	0.0	0.0691	0.0	0.0	0.0	0.0001	0.1332	0.0001	0.0000	0.0	0.0004	0.1487	0.0	0.0	0.0	0.1134	0.0	0.2969	0.0	0.0	0.0	nan	nan
4.0993	3.15	126	3.1789	0.0080	0.0220	0.0856	nan	0.0	0.0138	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0173	0.0002	0.1910	0.0	0.0	0.1086	0.0	0.0	0.0	0.0	0.0964	0.0	0.0	0.0	0.0028	0.1785	0.0001	0.0007	0.0	0.0001	0.1929	0.0	0.0	0.0	0.5419	0.0	0.8733	0.0	0.0	0.0	nan	nan	0.0	0.0101	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0147	0.0002	0.0635	0.0	0.0	0.0253	0.0	0.0	0.0	0.0	0.0702	0.0	0.0	0.0	0.0001	0.1268	0.0000	0.0007	0.0	0.0001	0.1626	0.0	0.0	0.0	0.1077	0.0	0.2360	0.0	0.0	0.0	nan	nan
3.0866	3.2	128	3.1923	0.0088	0.0241	0.0975	nan	0.0	0.0097	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0073	0.0000	0.2310	0.0	0.0	0.1452	0.0	0.0	0.0	0.0	0.1275	0.0	0.0	0.0	0.0028	0.2385	0.0	0.0	0.0	0.0001	0.1787	0.0	0.0	0.0	0.6029	0.0	0.8911	0.0	0.0	0.0	nan	nan	0.0	0.0077	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0058	0.0000	0.0664	0.0	0.0	0.0357	0.0	0.0	0.0	0.0	0.0873	0.0	0.0	0.0	0.0001	0.1348	0.0	0.0	0.0	0.0001	0.1571	0.0	0.0	0.0	0.1159	0.0	0.2846	0.0	0.0	0.0	nan	nan
3.7193	3.25	130	3.1825	0.0081	0.0236	0.0970	nan	0.0	0.0011	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0044	0.0000	0.2498	0.0	0.0	0.1262	0.0	0.0	0.0	0.0	0.1265	0.0	0.0	0.0	0.0041	0.2549	0.0001	0.0	0.0	0.0004	0.1260	0.0	0.0	0.0	0.6007	0.0	0.8924	0.0	0.0	0.0	nan	nan	0.0	0.0009	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0037	0.0000	0.0700	0.0	0.0	0.0337	0.0	0.0	0.0	0.0	0.0906	0.0	0.0	0.0	0.0002	0.1070	0.0001	0.0	0.0	0.0004	0.1150	0.0	0.0	0.0	0.1143	0.0	0.2945	0.0	0.0	0.0	nan	nan
3.0594	3.3	132	3.1545	0.0091	0.0236	0.0980	nan	0.0	0.0065	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0107	0.0000	0.2261	0.0	0.0	0.1121	0.0	0.0	0.0	0.0	0.1469	0.0	0.0	0.0	0.0028	0.2790	0.0	0.0	0.0	0.0	0.1549	0.0	0.0	0.0	0.5780	0.0	0.8642	0.0	0.0	0.0	nan	nan	0.0	0.0053	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0090	0.0000	0.0681	0.0	0.0	0.0259	0.0	0.0	0.0	0.0	0.0973	0.0	0.0	0.0	0.0001	0.1366	0.0	0.0	0.0	0.0	0.1360	0.0	0.0	0.0	0.1076	0.0	0.3372	0.0	0.0	0.0	nan	nan
3.663	3.35	134	3.1451	0.0095	0.0241	0.1021	nan	0.0	0.0038	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0030	0.0000	0.2500	0.0	0.0	0.1187	0.0	0.0	0.0	0.0	0.1597	0.0	0.0	0.0	0.0	0.2998	0.0000	0.0000	0.0	0.0000	0.1607	0.0	0.0	0.0	0.5733	0.0	0.8606	0.0	0.0	0.0	nan	nan	0.0	0.0032	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0025	0.0000	0.0711	0.0	0.0	0.0235	0.0	0.0	0.0	0.0	0.1051	0.0	0.0	0.0	0.0	0.1326	0.0000	0.0000	0.0	0.0000	0.1470	0.0	0.0	0.0	0.1178	0.0	0.3624	0.0	0.0	0.0	nan	nan
3.5893	3.4	136	3.1519	0.0093	0.0246	0.1051	nan	0.0	0.0017	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0009	0.0000	0.2477	0.0	0.0	0.1444	0.0	0.0	0.0	0.0	0.1767	0.0	0.0	0.0	0.0	0.2410	0.0010	0.0	0.0	0.0	0.1850	0.0	0.0	0.0	0.6142	0.0	0.8715	0.0	0.0	0.0	nan	nan	0.0	0.0015	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0008	0.0000	0.0703	0.0	0.0	0.0261	0.0	0.0	0.0	0.0	0.1118	0.0	0.0	0.0	0.0	0.1217	0.0009	0.0	0.0	0.0	0.1664	0.0	0.0	0.0	0.1293	0.0	0.3204	0.0	0.0	0.0	nan	nan
3.2981	3.45	138	3.1366	0.0089	0.0228	0.0971	nan	0.0	0.0032	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.2313	0.0	0.0	0.1336	0.0	0.0	0.0	0.0	0.1612	0.0	0.0	0.0	0.0	0.1521	0.0003	0.0002	0.0	0.0	0.1693	0.0	0.0	0.0	0.6077	0.0	0.8454	0.0	0.0	0.0	nan	nan	0.0	0.0028	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0686	0.0	0.0	0.0203	0.0	0.0	0.0	0.0	0.1059	0.0	0.0	0.0	0.0	0.1076	0.0003	0.0002	0.0	0.0	0.1444	0.0	0.0	0.0	0.1207	0.0	0.3363	0.0	0.0	0.0	nan	nan
3.0738	3.5	140	3.0763	0.0090	0.0207	0.0876	nan	0.0	0.0068	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0	0.1926	0.0	0.0	0.1213	0.0	0.0	0.0	0.0	0.1538	0.0	0.0	0.0	0.0	0.1127	0.0000	0.0015	0.0	0.0	0.1643	0.0	0.0	0.0	0.5432	0.0	0.7921	0.0	0.0	0.0	nan	nan	0.0	0.0062	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0000	0.0	0.0623	0.0	0.0	0.0148	0.0	0.0	0.0	0.0	0.1019	0.0	0.0	0.0	0.0	0.0900	0.0000	0.0015	0.0	0.0	0.1237	0.0	0.0	0.0	0.1409	0.0	0.3798	0.0	0.0	0.0	nan	nan
3.6567	3.55	142	3.0569	0.0091	0.0189	0.0845	nan	0.0	0.0016	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1849	0.0	0.0	0.0742	0.0	0.0	0.0	0.0	0.1783	0.0	0.0	0.0	0.0	0.0813	0.0000	0.0020	0.0	0.0	0.1657	0.0	0.0	0.0	0.4756	0.0	0.7455	0.0	0.0	0.0	nan	nan	0.0	0.0015	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0595	0.0	0.0	0.0089	0.0	0.0	0.0	0.0	0.1090	0.0	0.0	0.0	0.0	0.0679	0.0000	0.0020	0.0	0.0	0.1245	0.0	0.0	0.0	0.1664	0.0	0.3865	0.0	0.0	0.0	nan	nan
3.6149	3.6	144	3.0249	0.0087	0.0174	0.0808	nan	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1851	0.0	0.0	0.0470	0.0	0.0	0.0	0.0	0.1813	0.0	0.0	0.0	0.0	0.0435	0.0000	0.0039	0.0	0.0	0.1265	0.0	0.0	0.0	0.4776	0.0	0.6916	0.0	0.0	0.0	nan	nan	0.0	0.0001	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0584	0.0	0.0	0.0064	0.0	0.0	0.0	0.0	0.1076	0.0	0.0	0.0	0.0	0.0390	0.0000	0.0039	0.0	0.0	0.0997	0.0	0.0	0.0	0.1758	0.0	0.3953	0.0	0.0	0.0	nan	nan
3.2945	3.65	146	3.0125	0.0086	0.0184	0.0846	nan	0.0	0.0003	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1887	0.0	0.0	0.0391	0.0	0.0	0.0	0.0	0.1885	0.0	0.0	0.0	0.0	0.0397	0.0000	0.0031	0.0	0.0	0.1709	0.0	0.0	0.0	0.5116	0.0	0.7124	0.0	0.0	0.0	nan	nan	0.0	0.0003	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0622	0.0	0.0	0.0059	0.0	0.0	0.0	0.0	0.1124	0.0	0.0	0.0	0.0	0.0347	0.0000	0.0031	0.0	0.0	0.1315	0.0	0.0	0.0	0.1617	0.0	0.3667	0.0	0.0	0.0	nan	nan
2.4374	3.7	148	3.0213	0.0085	0.0197	0.0855	nan	0.0	0.0027	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1996	0.0	0.0	0.0609	0.0	0.0	0.0	0.0	0.1550	0.0	0.0	0.0	0.0	0.1003	0.0000	0.0	0.0	0.0	0.1779	0.0	0.0	0.0	0.5292	0.0	0.7641	0.0	0.0	0.0	nan	nan	0.0	0.0025	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0635	0.0	0.0	0.0102	0.0	0.0	0.0	0.0	0.1008	0.0	0.0	0.0	0.0	0.0803	0.0000	0.0	0.0	0.0	0.1330	0.0	0.0	0.0	0.1471	0.0	0.3298	0.0	0.0	0.0	nan	nan
3.5806	3.75	150	3.0081	0.0094	0.0219	0.1016	nan	0.0	0.0025	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.3169	0.0	0.0	0.0681	0.0	0.0	0.0	0.0	0.1751	0.0	0.0	0.0	0.0	0.1218	0.0000	0.0045	0.0	0.0	0.2268	0.0	0.0	0.0	0.5141	0.0	0.7826	0.0	0.0	0.0	nan	nan	0.0	0.0023	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0955	0.0	0.0	0.0132	0.0	0.0	0.0	0.0	0.1100	0.0	0.0	0.0	0.0	0.0901	0.0000	0.0045	0.0	0.0	0.1610	0.0	0.0	0.0	0.1689	0.0	0.3096	0.0	0.0	0.0	nan	nan
4.6265	3.8	152	2.9761	0.0103	0.0214	0.1064	nan	0.0	0.0014	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.3431	0.0	0.0	0.0358	0.0	0.0	0.0	0.0	0.2164	0.0	0.0	0.0	0.0	0.1078	0.0	0.0044	0.0	0.0	0.2094	0.0	0.0	0.0	0.4976	0.0	0.7473	0.0	0.0	0.0	nan	nan	0.0	0.0012	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.1041	0.0	0.0	0.0068	0.0	0.0	0.0	0.0	0.1284	0.0	0.0	0.0	0.0	0.0834	0.0	0.0044	0.0	0.0	0.1527	0.0	0.0	0.0	0.1874	0.0	0.3778	0.0	0.0	0.0	nan	nan
3.9565	3.85	154	2.9665	0.0117	0.0252	0.1316	nan	0.0	0.0035	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0141	0.0000	0.5403	0.0	0.0	0.0279	0.0	0.0	0.0	0.0	0.2286	0.0	0.0	0.0	0.0	0.2008	0.0000	0.0009	0.0	0.0	0.2234	0.0	0.0	0.0	0.5023	0.0	0.8050	0.0	0.0	0.0	nan	nan	0.0	0.0031	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0099	0.0000	0.1451	0.0	0.0	0.0068	0.0	0.0	0.0	0.0	0.1321	0.0	0.0	0.0	0.0	0.1385	0.0000	0.0009	0.0	0.0	0.1676	0.0	0.0	0.0	0.2141	0.0	0.3744	0.0	0.0	0.0	nan	nan
3.075	3.9	156	2.9823	0.0120	0.0275	0.1389	nan	0.0	0.0007	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0250	0.0000	0.5498	0.0	0.0	0.0557	0.0	0.0	0.0	0.0	0.2242	0.0	0.0	0.0	0.0	0.3015	0.0000	0.0000	0.0	0.0	0.2568	0.0	0.0	0.0	0.5381	0.0	0.8275	0.0	0.0	0.0	nan	nan	0.0	0.0006	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0192	0.0000	0.1448	0.0	0.0	0.0147	0.0	0.0	0.0	0.0	0.1342	0.0	0.0	0.0	0.0	0.1697	0.0000	0.0000	0.0	0.0	0.1872	0.0	0.0	0.0	0.2074	0.0	0.3471	0.0	0.0	0.0	nan	nan
3.5392	3.95	158	2.9598	0.0110	0.0250	0.1255	nan	0.0	0.0048	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0360	0.0000	0.5047	0.0	0.0	0.0195	0.0	0.0	0.0	0.0	0.1932	0.0	0.0	0.0	0.0	0.2292	0.0000	0.0002	0.0	0.0	0.2537	0.0	0.0	0.0	0.4743	0.0	0.8061	0.0	0.0	0.0	nan	nan	0.0	0.0041	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0260	0.0000	0.1404	0.0	0.0	0.0054	0.0	0.0	0.0	0.0	0.1199	0.0	0.0	0.0	0.0	0.1391	0.0000	0.0002	0.0	0.0	0.1752	0.0	0.0	0.0	0.1879	0.0	0.3284	0.0	0.0	0.0	nan	nan
2.457	4.0	160	2.9596	0.0114	0.0255	0.1290	nan	0.0	0.0083	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0474	0.0000	0.5135	0.0	0.0	0.0318	0.0	0.0	0.0	0.0	0.2034	0.0	0.0	0.0	0.0	0.2259	0.0000	0.0	0.0	0.0	0.2477	0.0	0.0	0.0	0.4811	0.0	0.8202	0.0	0.0	0.0	nan	nan	0.0	0.0069	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0317	0.0000	0.1405	0.0	0.0	0.0093	0.0	0.0	0.0	0.0	0.1247	0.0	0.0	0.0	0.0	0.1382	0.0000	0.0	0.0	0.0	0.1722	0.0	0.0	0.0	0.1762	0.0	0.3633	0.0	0.0	0.0	nan	nan
3.6289	4.05	162	2.9433	0.0116	0.0257	0.1308	nan	0.0	0.0137	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0550	0.0000	0.5232	0.0	0.0	0.0213	0.0	0.0	0.0	0.0	0.2060	0.0	0.0	0.0	0.0	0.2277	0.0000	0.0001	0.0	0.0	0.2689	0.0	0.0	0.0	0.4673	0.0	0.8139	0.0	0.0	0.0	nan	nan	0.0	0.0110	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0371	0.0000	0.1394	0.0	0.0	0.0075	0.0	0.0	0.0	0.0	0.1273	0.0	0.0	0.0	0.0	0.1387	0.0000	0.0001	0.0	0.0	0.1804	0.0	0.0	0.0	0.1892	0.0	0.3544	0.0	0.0	0.0	nan	nan
4.558	4.1	164	2.9122	0.0109	0.0228	0.1203	nan	0.0	0.0288	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0324	0.0	0.4660	0.0	0.0	0.0022	0.0	0.0	0.0	0.0	0.2241	0.0	0.0	0.0	0.0	0.1501	0.0000	0.0060	0.0	0.0	0.2442	0.0	0.0	0.0	0.3833	0.0	0.7653	0.0	0.0	0.0	nan	nan	0.0	0.0223	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0217	0.0	0.1423	0.0	0.0	0.0007	0.0	0.0	0.0	0.0	0.1398	0.0	0.0	0.0	0.0	0.1202	0.0000	0.0060	0.0	0.0	0.1620	0.0	0.0	0.0	0.1795	0.0	0.3151	0.0	0.0	0.0	nan	nan
3.9803	4.15	166	2.9439	0.0114	0.0255	0.1324	nan	0.0	0.0191	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0447	0.0	0.5372	0.0	0.0	0.0214	0.0	0.0	0.0	0.0	0.2221	0.0	0.0	0.0	0.0	0.1708	0.0000	0.0	0.0	0.0	0.2466	0.0	0.0	0.0	0.4842	0.0	0.8290	0.0	0.0	0.0	nan	nan	0.0	0.0153	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0305	0.0	0.1435	0.0	0.0	0.0072	0.0	0.0	0.0	0.0	0.1357	0.0	0.0	0.0	0.0	0.1265	0.0000	0.0	0.0	0.0	0.1688	0.0	0.0	0.0	0.1762	0.0	0.3611	0.0	0.0	0.0	nan	nan
4.4231	4.2	168	2.9496	0.0108	0.0238	0.1226	nan	0.0	0.0145	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0239	0.0	0.4332	0.0	0.0	0.0315	0.0	0.0	0.0	0.0	0.2443	0.0	0.0	0.0	0.0	0.0930	0.0	0.0003	0.0	0.0	0.2513	0.0	0.0	0.0	0.5121	0.0	0.8001	0.0	0.0	0.0	nan	nan	0.0	0.0120	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0157	0.0	0.1306	0.0	0.0	0.0091	0.0	0.0	0.0	0.0	0.1496	0.0	0.0	0.0	0.0	0.0803	0.0	0.0003	0.0	0.0	0.1671	0.0	0.0	0.0	0.1594	0.0	0.3819	0.0	0.0	0.0	nan	nan
2.6814	4.25	170	2.9645	0.0095	0.0232	0.1095	nan	0.0	0.0154	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0258	0.0	0.3687	0.0	0.0	0.0730	0.0	0.0	0.0	0.0	0.1783	0.0	0.0	0.0	0.0	0.1253	0.0000	0.0	0.0	0.0	0.2339	0.0	0.0	0.0	0.5042	0.0	0.8170	0.0	0.0	0.0	nan	nan	0.0	0.0123	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0181	0.0	0.1204	0.0	0.0	0.0191	0.0	0.0	0.0	0.0	0.1183	0.0	0.0	0.0	0.0	0.1113	0.0000	0.0	0.0	0.0	0.1656	0.0	0.0	0.0	0.1454	0.0	0.2576	0.0	0.0	0.0	nan	nan
3.4935	4.3	172	2.9597	0.0096	0.0219	0.1037	nan	0.0	0.0181	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0249	0.0	0.3132	0.0	0.0	0.0467	0.0	0.0	0.0	0.0	0.1901	0.0	0.0	0.0	0.0	0.1758	0.0000	0.0	0.0	0.0	0.2159	0.0	0.0	0.0	0.4355	0.0	0.7917	0.0	0.0	0.0	nan	nan	0.0	0.0144	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0166	0.0	0.1047	0.0	0.0	0.0120	0.0	0.0	0.0	0.0	0.1278	0.0	0.0	0.0	0.0	0.1229	0.0000	0.0	0.0	0.0	0.1622	0.0	0.0	0.0	0.1609	0.0	0.2539	0.0	0.0	0.0	nan	nan
2.7996	4.35	174	2.9737	0.0106	0.0239	0.1196	nan	0.0	0.0117	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0386	0.0	0.3996	0.0	0.0	0.0451	0.0	0.0	0.0	0.0	0.2307	0.0	0.0	0.0	0.0	0.2362	0.0000	0.0	0.0	0.0	0.1905	0.0	0.0	0.0	0.4444	0.0	0.8155	0.0	0.0	0.0	nan	nan	0.0	0.0096	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0261	0.0	0.1183	0.0	0.0	0.0123	0.0	0.0	0.0	0.0	0.1452	0.0	0.0	0.0	0.0	0.1395	0.0000	0.0	0.0	0.0	0.1547	0.0	0.0	0.0	0.1632	0.0	0.3105	0.0	0.0	0.0	nan	nan
3.9894	4.4	176	2.9688	0.0105	0.0241	0.1223	nan	0.0	0.0095	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0463	0.0000	0.4097	0.0	0.0	0.0514	0.0	0.0	0.0	0.0	0.2434	0.0	0.0	0.0	0.0	0.2524	0.0	0.0	0.0	0.0	0.1740	0.0	0.0	0.0	0.4231	0.0	0.8277	0.0	0.0	0.0	nan	nan	0.0	0.0078	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0318	0.0000	0.1122	0.0	0.0	0.0164	0.0	0.0	0.0	0.0	0.1492	0.0	0.0	0.0	0.0	0.1139	0.0	0.0	0.0	0.0	0.1556	0.0	0.0	0.0	0.1673	0.0	0.3191	0.0	0.0	0.0	nan	nan
3.1964	4.45	178	2.9774	0.0117	0.0255	0.1305	nan	0.0	0.0117	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0550	0.0000	0.4024	0.0	0.0	0.0619	0.0	0.0	0.0	0.0	0.2815	0.0	0.0	0.0	0.0	0.2554	0.0000	0.0	0.0	0.0	0.2365	0.0	0.0	0.0	0.4676	0.0	0.8084	0.0	0.0	0.0	nan	nan	0.0	0.0096	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0371	0.0000	0.1133	0.0	0.0	0.0192	0.0	0.0	0.0	0.0	0.1670	0.0	0.0	0.0	0.0	0.1219	0.0000	0.0	0.0	0.0	0.1823	0.0	0.0	0.0	0.1708	0.0	0.3705	0.0	0.0	0.0	nan	nan
4.2586	4.5	180	2.9560	0.0121	0.0254	0.1341	nan	0.0	0.0185	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0514	0.0	0.4437	0.0	0.0	0.0115	0.0	0.0	0.0	0.0	0.2908	0.0	0.0	0.0	0.0	0.2654	0.0000	0.0	0.0	0.0	0.2616	0.0	0.0	0.0	0.4394	0.0	0.7853	0.0	0.0	0.0	nan	nan	0.0	0.0149	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0348	0.0	0.1323	0.0	0.0	0.0038	0.0	0.0	0.0	0.0	0.1661	0.0	0.0	0.0	0.0	0.1494	0.0000	0.0	0.0	0.0	0.2085	0.0	0.0	0.0	0.1748	0.0	0.3502	0.0	0.0	0.0	nan	nan
3.6601	4.55	182	2.9644	0.0124	0.0260	0.1426	nan	0.0	0.0080	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0460	0.0	0.5190	0.0	0.0	0.0318	0.0	0.0	0.0	0.0	0.3163	0.0	0.0	0.0	0.0	0.1780	0.0001	0.0034	0.0	0.0	0.2894	0.0	0.0	0.0	0.4504	0.0	0.7832	0.0	0.0	0.0	nan	nan	0.0	0.0068	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0335	0.0	0.1445	0.0	0.0	0.0104	0.0	0.0	0.0	0.0	0.1759	0.0	0.0	0.0	0.0	0.1286	0.0001	0.0034	0.0	0.0	0.2151	0.0	0.0	0.0	0.1909	0.0	0.3544	0.0	0.0	0.0	nan	nan
3.1475	4.6	184	2.9802	0.0121	0.0263	0.1435	nan	0.0	0.0039	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0351	0.0000	0.5402	0.0	0.0	0.0432	0.0	0.0	0.0	0.0	0.3118	0.0	0.0	0.0	0.0	0.1624	0.0000	0.0004	0.0	0.0	0.3081	0.0	0.0	0.0	0.4299	0.0	0.8211	0.0	0.0	0.0	nan	nan	0.0	0.0034	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0294	0.0000	0.1373	0.0	0.0	0.0139	0.0	0.0	0.0	0.0	0.1795	0.0	0.0	0.0	0.0	0.1073	0.0000	0.0004	0.0	0.0	0.2431	0.0	0.0	0.0	0.1833	0.0	0.3332	0.0	0.0	0.0	nan	nan
3.5569	4.65	186	2.9793	0.0114	0.0262	0.1353	nan	0.0	0.0092	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0501	0.0000	0.4680	0.0	0.0	0.0704	0.0	0.0	0.0	0.0	0.2740	0.0	0.0	0.0	0.0	0.2267	0.0000	0.0	0.0	0.0	0.2670	0.0	0.0	0.0	0.4507	0.0	0.8310	0.0	0.0	0.0	nan	nan	0.0	0.0076	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0393	0.0000	0.1328	0.0	0.0	0.0197	0.0	0.0	0.0	0.0	0.1686	0.0	0.0	0.0	0.0	0.1341	0.0000	0.0	0.0	0.0	0.2192	0.0	0.0	0.0	0.1662	0.0	0.2740	0.0	0.0	0.0	nan	nan
4.3039	4.7	188	2.9617	0.0113	0.0259	0.1360	nan	0.0	0.0086	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0367	0.0000	0.4533	0.0	0.0	0.0596	0.0	0.0	0.0	0.0	0.2992	0.0	0.0	0.0	0.0	0.2059	0.0000	0.0000	0.0	0.0	0.2817	0.0	0.0	0.0	0.4568	0.0	0.8189	0.0	0.0	0.0	nan	nan	0.0	0.0073	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0304	0.0000	0.1296	0.0	0.0	0.0171	0.0	0.0	0.0	0.0	0.1820	0.0	0.0	0.0	0.0	0.1207	0.0000	0.0000	0.0	0.0	0.2161	0.0	0.0	0.0	0.1584	0.0	0.2917	0.0	0.0	0.0	nan	nan
2.6688	4.75	190	2.9793	0.0111	0.0264	0.1324	nan	0.0	0.0026	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0414	0.0000	0.4330	0.0	0.0	0.0962	0.0	0.0	0.0	0.0	0.2672	0.0	0.0	0.0	0.0	0.2155	0.0000	0.0014	0.0	0.0	0.3174	0.0	0.0	0.0	0.4602	0.0	0.8299	0.0	0.0	0.0	nan	nan	0.0	0.0023	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0330	0.0000	0.1254	0.0	0.0	0.0246	0.0	0.0	0.0	0.0	0.1697	0.0	0.0	0.0	0.0	0.1164	0.0000	0.0014	0.0	0.0	0.2288	0.0	0.0	0.0	0.1596	0.0	0.2682	0.0	0.0	0.0	nan	nan
4.4542	4.8	192	2.9726	0.0112	0.0265	0.1309	nan	0.0	0.0048	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0192	0.0000	0.3914	0.0	0.0	0.1025	0.0	0.0	0.0	0.0	0.2789	0.0	0.0	0.0	0.0	0.2343	0.0000	0.0002	0.0	0.0	0.3689	0.0	0.0	0.0	0.4601	0.0	0.8200	0.0	0.0	0.0	nan	nan	0.0	0.0041	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0143	0.0000	0.1228	0.0	0.0	0.0254	0.0	0.0	0.0	0.0	0.1751	0.0	0.0	0.0	0.0	0.1229	0.0000	0.0002	0.0	0.0	0.2418	0.0	0.0	0.0	0.1584	0.0	0.2814	0.0	0.0	0.0	nan	nan
3.9084	4.85	194	2.9532	0.0108	0.0242	0.1205	nan	0.0	0.0055	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0134	0.0	0.3562	0.0	0.0	0.0479	0.0	0.0	0.0	0.0	0.2670	0.0000	0.0	0.0	0.0	0.1828	0.0000	0.0	0.0	0.0	0.3828	0.0	0.0	0.0	0.4161	0.0	0.7684	0.0	0.0	0.0	nan	nan	0.0	0.0048	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0098	0.0	0.1186	0.0	0.0	0.0118	0.0	0.0	0.0	0.0	0.1676	0.0000	0.0	0.0	0.0	0.1144	0.0000	0.0	0.0	0.0	0.2403	0.0	0.0	0.0	0.1665	0.0	0.2707	0.0	0.0	0.0	nan	nan
4.2918	4.9	196	2.9420	0.0105	0.0232	0.1209	nan	0.0	0.0046	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0086	0.0	0.3971	0.0	0.0	0.0510	0.0	0.0	0.0	0.0	0.2728	0.0	0.0	0.0	0.0	0.1592	0.0000	0.0	0.0	0.0	0.2501	0.0	0.0	0.0	0.4320	0.0	0.7728	0.0	0.0	0.0	nan	nan	0.0	0.0039	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0061	0.0	0.1274	0.0	0.0	0.0125	0.0	0.0	0.0	0.0	0.1684	0.0	0.0	0.0	0.0	0.1052	0.0000	0.0	0.0	0.0	0.1710	0.0	0.0	0.0	0.1639	0.0	0.3077	0.0	0.0	0.0	nan	nan
2.3112	4.95	198	2.9825	0.0103	0.0250	0.1224	nan	0.0	0.0040	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0369	0.0000	0.4385	0.0	0.0	0.0832	0.0	0.0	0.0	0.0	0.2098	0.0	0.0	0.0	0.0	0.1859	0.0000	0.0	0.0	0.0	0.2558	0.0	0.0	0.0	0.4750	0.0	0.8320	0.0	0.0	0.0	nan	nan	0.0	0.0033	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0277	0.0000	0.1266	0.0	0.0	0.0226	0.0	0.0	0.0	0.0	0.1365	0.0	0.0	0.0	0.0	0.1135	0.0000	0.0	0.0	0.0	0.1959	0.0	0.0	0.0	0.1514	0.0	0.2723	0.0	0.0	0.0	nan	nan
3.5413	5.0	200	3.0145	0.0108	0.0270	0.1348	nan	0.0	0.0007	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0383	0.0000	0.4592	0.0	0.0	0.1311	0.0016	0.0	0.0	0.0	0.2569	0.0	0.0	0.0	0.0	0.2238	0.0	0.0	0.0	0.0	0.2243	0.0	0.0	0.0	0.5425	0.0	0.8533	0.0	0.0	0.0	nan	nan	0.0	0.0006	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0296	0.0000	0.1299	0.0	0.0	0.0376	0.0003	0.0	0.0	0.0	0.1614	0.0	0.0	0.0	0.0	0.1240	0.0	0.0	0.0	0.0	0.1796	0.0	0.0	0.0	0.1411	0.0	0.2934	0.0	0.0	0.0	nan	nan

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.1
Tokenizers 0.19.1

Giovy98
/

upernetconvnext-finetuned-segments-food-oct-10_v2

upernetconvnext-finetuned-segments-food-oct-10_v2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Model tree for Giovy98/upernetconvnext-finetuned-segments-food-oct-10_v2

Evaluation results