Run
265253

Run 265253

Task 4282 (Supervised Classification) visualizing_livestock Uploaded 05-03-2015 by Joaquin Vanschoren
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Flow

weka.IBk(4)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(4)_K1
weka.IBk(4)_W0
weka.IBk(4)_Atrue

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.375
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
Per class
Kappa
-0.25
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
-173.5927
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.3967
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.32
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
1300
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
Per class
Prior entropy
2.3219
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
Per class
Relative absolute error
1.2398
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.6196
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
1.5489
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
765.566