Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Review of Intelligent Practices for Irrigation Prediction   Population growth and increasing droughts are creating unprecedented strain
on the continued availability of water resources. Since irrigation is a major
consumer of fresh water, wastage of resources in this sector could have strong
consequences. To address this issue, irrigation water management and prediction
techniques need to be employed effectively and should be able to account for
the variabilities present in the environment. The different techniques surveyed
in this paper can be classified into two categories: computational and
statistical. Computational methods deal with scientific correlations between
physical parameters whereas statistical methods involve specific prediction
algorithms that can be used to automate the process of irrigation water
prediction. These algorithms interpret semantic relationships between the
various parameters of temperature, pressure, evapotranspiration etc. and store
them as numerical precomputed entities specific to the conditions and the area
used as the data for the training corpus used to train it. We focus on
reviewing the computational methods used to determine Evapotranspiration and
its implications. We compare the efficiencies of different data mining and
machine learning methods implemented in this area, such as Logistic Regression,
Decision Tress Classifier, SysFor, Support Vector Machine(SVM), Fuzzy Logic
techniques, Artifical Neural Networks(ANNs) and various hybrids of Genetic
Algorithms (GA) applied to irrigation prediction. We also recommend a possible
technique for the same based on its superior results in other such time series
analysis tasks.

2
The categories of this paper are: math
24
The categories of this paper are: dg-ga
33
The categories of this paper are: plasm-ph
11
The categories of this paper are: hep-lat
36
The categories of this paper are: cmp-lg
37
The categories of this paper are: supr-con
31
The categories of this paper are: ao-sci
19
The categories of this paper are: eess
0
The categories of this paper are: hep-ph
28
The categories of this paper are: alg-geom
26
The categories of this paper are: bayes-an
4
The categories of this paper are: cond-mat
17
The categories of this paper are: q-fin
7
The categories of this paper are: hep-th
8
The categories of this paper are: hep-ex
27
The categories of this paper are: comp-gas