Run
25568

Run 25568

Task 75 (Learning Curve) mfeat-karhunen 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
0.9797 ± 0.006
Per class
Build CPU time
0.0003
Build memory
5861614075.6727
F measure
0.9633 ± 0.0108
Per class
Kappa
0.9593 ± 0.012
KB relative information score
0.9596 ± 0.0112
Mean absolute error
0.0083 ± 0.0021
Mean prior absolute error
0.18
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Precision
0.9637 ± 0.0104
Per class
Predictive accuracy
0.9634 ± 0.0108
Prior entropy
3.3219
Recall
0.9634 ± 0.0108
Per class
Relative absolute error
0.046 ± 0.0119
Root mean prior squared error
0.3
Root mean squared error
0.0854 ± 0.0129
Root relative squared error
0.2846 ± 0.0431
SciMark benchmark
1111.6073[677.1120562070473956.0679446053208502.2179317075105934.55977198852672488.0787727682477]