Data
algerian_forest_fires

algerian_forest_fires

active ARFF Creative Commons Attribution 4.0 International Visibility: public Uploaded 23-07-2024 by Bruno Belucci Teixeira
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From original source: ----- Additional Information The dataset includes 244 instances that regroup a data of two regions of Algeria,namely the Bejaia region located in the northeast of Algeria and the Sidi Bel-abbes region located in the northwest of Algeria. 122 instances for each region. The period from June 2012 to September 2012. The dataset includes 11 attribues and 1 output attribue (class) The 244 instances have been classified into fire (138 classes) and not fire (106 classes) classes. Has Missing Values? No -----

14 features

Classes (target)nominal2 unique values
0 missing
daynumeric31 unique values
0 missing
monthnumeric4 unique values
0 missing
yearnumeric1 unique values
0 missing
Temperaturenumeric19 unique values
0 missing
RHnumeric62 unique values
0 missing
Wsnumeric18 unique values
0 missing
Rainnumeric39 unique values
0 missing
FFMCnumeric173 unique values
0 missing
DMCnumeric165 unique values
0 missing
DCnumeric197 unique values
0 missing
ISInumeric106 unique values
0 missing
BUInumeric173 unique values
0 missing
FWInumeric125 unique values
0 missing

19 properties

243
Number of instances (rows) of the dataset.
14
Number of attributes (columns) of the dataset.
2
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
13
Number of numeric attributes.
1
Number of nominal attributes.
7.14
Percentage of binary attributes.
0
Percentage of instances having missing values.
0
Percentage of missing values.
0.75
Average class difference between consecutive instances.
92.86
Percentage of numeric attributes.
0.06
Number of attributes divided by the number of instances.
7.14
Percentage of nominal attributes.
56.38
Percentage of instances belonging to the most frequent class.
137
Number of instances belonging to the most frequent class.
43.62
Percentage of instances belonging to the least frequent class.
106
Number of instances belonging to the least frequent class.
1
Number of binary attributes.

1 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - target_feature: Classes
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