Run
25575

Run 25575

Task 82 (Learning Curve) cmc Uploaded 19-08-2014 by Jan van Rijn
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Flow

weka.IBk(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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.

21 Evaluation measures

Area under ROC curve
0.5754 ± 0.0305
Per class
Build CPU time
0.0002
Build memory
6990387247.616
F measure
0.4415 ± 0.037
Per class
Kappa
0.1372 ± 0.0565
KB relative information score
0.2032 ± 0.0507
Mean absolute error
0.3737 ± 0.0239
Mean prior absolute error
0.4308 ± 0.0004
Number of instances
14730
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.4421 ± 0.0373
Per class
Predictive accuracy
0.4411 ± 0.0371
Prior entropy
1.539 ± 0.0028
Recall
0.4411 ± 0.0371
Per class
Relative absolute error
0.8674 ± 0.0557
Root mean prior squared error
0.4641 ± 0.0004
Root mean squared error
0.5994 ± 0.02
Root relative squared error
1.2915 ± 0.0433
SciMark benchmark
1115.7727[680.8121059046156926.866287414966495.954661856429917.22889501239642558.001572706481]