doc: updated pricing

[ngupta23]

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Experiment Results

Experiment 1: air-passengers

Description:

variable	experiment
h	12
season_length	12
freq	MS
level	None
n_windows	1

Results:

metric	timegpt-1	timegpt-1-long-horizon	SeasonalNaive	Naive
mae	12.6793	11.0623	47.8333	76
mape	0.027	0.0232	0.0999	0.1425
mse	213.936	199.132	2571.33	10604.2
total_time	1.0115	1.1201	0.0044	0.0034

Plot:

Experiment 2: air-passengers

Description:

variable	experiment
h	24
season_length	12
freq	MS
level	None
n_windows	1

Results:

metric	timegpt-1	timegpt-1-long-horizon	SeasonalNaive	Naive
mae	58.1031	58.4587	71.25	115.25
mape	0.1257	0.1267	0.1552	0.2358
mse	4040.22	4110.79	5928.17	18859.2
total_time	1.1316	2.092	0.0038	0.0033

Plot:

Experiment 3: electricity-multiple-series

Description:

variable	experiment
h	24
season_length	24
freq	H
level	None
n_windows	1

Results:

metric	timegpt-1	timegpt-1-long-horizon	SeasonalNaive	Naive
mae	178.293	268.121	269.23	1331.02
mape	0.0234	0.0311	0.0304	0.1692
mse	121588	219457	213677	4.68961e+06
total_time	1.5981	1.4432	0.0047	0.0042

Plot:

Experiment 4: electricity-multiple-series

Description:

variable	experiment
h	168
season_length	24
freq	H
level	None
n_windows	1

Results:

metric	timegpt-1	timegpt-1-long-horizon	SeasonalNaive	Naive
mae	465.496	346.976	398.956	1119.26
mape	0.062	0.0436	0.0512	0.1583
mse	835064	403762	656723	3.17316e+06
total_time	4.0757	2.4017	0.005	0.0044

Plot:

Experiment 5: electricity-multiple-series

Description:

variable	experiment
h	336
season_length	24
freq	H
level	None
n_windows	1

Results:

metric	timegpt-1	timegpt-1-long-horizon	SeasonalNaive	Naive
mae	558.673	459.769	602.926	1340.95
mape	0.0697	0.0566	0.0787	0.17
mse	1.22723e+06	739135	1.61572e+06	6.04619e+06
total_time	5.4946	1.3373	0.005	0.0044

Plot:

[carla-cr]

Looks great, thanks a lot @ngupta23!

Do you know what's wrong with the failling test? doesn't seem related to this

[ngupta23]

Do you know what's wrong with the failing test? doesn't seem related to this

Yes, not related to this change. We are fixing it in #616