Run
1811483

Run 1811483

Task 10075 (Learning Curve) OVA_Lung Uploaded 16-08-2016 by Jan van Rijn
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Flow

weka.IBk(7)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(7)_K1
weka.IBk(7)_W0
weka.IBk(7)_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
0.8837 ± 0.085
Per class
F measure
0.9656 ± 0.0199
Per class
Kappa
0.7702 ± 0.1392
KB relative information score
1051.4897 ± 28.3787
Mean absolute error
0.035 ± 0.0195
Mean prior absolute error
0.1503 ± 0.0027
Number of instances
1545
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9656 ± 0.0196
Per class
Predictive accuracy
0.9657 ± 0.0195
Prior entropy
0.4095
Recall
0.9657 ± 0.0195
Per class
Relative absolute error
0.2328 ± 0.1298
Root mean prior squared error
0.2737 ± 0.005
Root mean squared error
0.1851 ± 0.0566
Root relative squared error
0.6763 ± 0.2085
SciMark benchmark
1783.6568
UserCPU time millis
77740
UserCPU time millis testing
77740