Table 14 Comparison of results from the... | Emerald Publishing

Table 14

Comparison of results from the proposed system and base methods

Metric	SVR	MLPRegressor	Lasso regression	BayesianRidge	Proposed system
r2_score	0.02396156237326541	0.903430709270961	0.07212224444914517	0.973760755266179	0.9874386149707637
mean_absolute_error	1.3914231007438331	0.3532405382998605	1.1176959291055109	0.12000069161608086	0.02104680144004431
mean_squared_error	2.6549665293246676	0.25038853416722306	2.779839379673221	0.06803411288368112	0.033231791747438386
mean_squared_log_error	0.16994458128649434	0.15123498513411204	0.17843386082033053	0.0030741688251750576	0.0013806880733000701
Training Time (seconds)	40.97	22.92	0.04	0.03	103.52

Metric	SVR	MLPRegressor	Lasso regression	BayesianRidge	Proposed system
r2_score	0.02396156237326541	0.903430709270961	0.07212224444914517	0.973760755266179	0.9874386149707637
mean_absolute_error	1.3914231007438331	0.3532405382998605	1.1176959291055109	0.12000069161608086	0.02104680144004431
mean_squared_error	2.6549665293246676	0.25038853416722306	2.779839379673221	0.06803411288368112	0.033231791747438386
mean_squared_log_error	0.16994458128649434	0.15123498513411204	0.17843386082033053	0.0030741688251750576	0.0013806880733000701
Training Time (seconds)	40.97	22.92	0.04	0.03	103.52

Source(s): The authors