DEVELOPMENT... OpenML
Run
24582

Run 24582

Task 2072 (Supervised Classification) covertype Uploaded 12-07-2014 by Felicia West
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Flow

weka.IBk(1)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.8878
Per class
F measure
0.842
Per class
Kappa
0.757
KB relative information score
80676.1114
Mean absolute error
0.0463
Mean prior absolute error
0.1853
Number of instances
110393
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8412
Per class
Predictive accuracy
0.8429
Prior entropy
1.8698
Recall
0.8429
Per class
Relative absolute error
0.25
Root mean prior squared error
0.3044
Root mean squared error
0.2123
Root relative squared error
0.6975
SciMark benchmark
596.2512[345.12079732160566901.7103099323627242.70835445654072526.8167380274197964.899908227098]