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cuml.json.txt
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cuml.json.txt
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{
"experiments":
[
{
"exp_name" : "cumlrf-airline",
"algo" : "cumlrf",
"dataset_parameters" :
{
"dataset_name" : "airline",
"nrows" : 4602760
},
"algorithm_parameters" :
{
"n_estimators" : 50,
"max_depth" : 32,
"bootstrap" : true,
"max_samples" : 0.5,
"n_bins" : 128,
"n_streams" : 4,
"use_experimental_backend" : true
}
},
{
"exp_name" : "cumlrf-higgs",
"algo" : "cumlrf",
"dataset_parameters" :
{
"dataset_name" : "higgs"
},
"algorithm_parameters" :
{
"n_estimators" : 50,
"max_depth" : 32,
"bootstrap" : true,
"max_samples" : 0.5,
"n_bins" : 128,
"n_streams" : 4,
"use_experimental_backend" : true
}
},
{
"exp_name" : "cumlrf-epsilon",
"algo" : "cumlrf",
"dataset_parameters" :
{
"dataset_name" : "epsilon"
},
"algorithm_parameters" :
{
"n_estimators" : 100,
"max_depth" : 32,
"bootstrap" : true,
"max_samples" : 0.5,
"n_bins" : 128,
"n_streams" : 4,
"use_experimental_backend" : true
}
},
{
"exp_name" : "cumlrf-airline-regression",
"algo" : "cumlrf",
"dataset_parameters" :
{
"dataset_name" : "airline_regression",
"nrows" : 4602760
},
"algorithm_parameters" :
{
"n_estimators" : 50,
"max_depth" : 32,
"bootstrap" : true,
"max_samples" : 0.5,
"n_bins" : 128,
"n_streams" : 4,
"use_experimental_backend" : true
}
},
{
"exp_name" : "cumlrf-year",
"algo" : "cumlrf",
"dataset_parameters" :
{
"dataset_name" : "year"
},
"algorithm_parameters" :
{
"n_estimators" : 50,
"max_depth" : 32,
"bootstrap" : true,
"max_samples" : 0.5,
"n_bins" : 128,
"n_streams" : 4,
"use_experimental_backend" : true
}
}
]
}