Run
25574

Run 25574

Task 81 (Learning Curve) mfeat-zernike 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
0.884 ± 0.0102
Per class
Build CPU time
0.0003
Build memory
5455566706.6546
F measure
0.7928 ± 0.0181
Per class
Kappa
0.7679 ± 0.0207
KB relative information score
0.7799 ± 0.0195
Mean absolute error
0.0425 ± 0.0037
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
0.7952 ± 0.018
Per class
Predictive accuracy
0.7912 ± 0.0187
Prior entropy
3.3219
Recall
0.7912 ± 0.0187
Per class
Relative absolute error
0.2363 ± 0.0206
Root mean prior squared error
0.3
Root mean squared error
0.2038 ± 0.009
Root relative squared error
0.6794 ± 0.0301
SciMark benchmark
1125.9142[689.695772931484975.9204605546987516.3461623861954.98728935869662492.621347041404]