Run
1811531

Run 1811531

Task 10072 (Learning Curve) OVA_Colon 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
0.9168 ± 0.0294
Per class
F measure
0.9442 ± 0.014
Per class
Kappa
0.8171 ± 0.0463
KB relative information score
1198.2401 ± 8.2015
Mean absolute error
0.0569 ± 0.0139
Mean prior absolute error
0.3019 ± 0.002
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
0.9451 ± 0.014
Per class
Predictive accuracy
0.9437 ± 0.014
Prior entropy
0.692
Recall
0.9437 ± 0.014
Per class
Relative absolute error
0.1886 ± 0.0459
Root mean prior squared error
0.3884 ± 0.0025
Root mean squared error
0.2371 ± 0.0313
Root relative squared error
0.6105 ± 0.0796
SciMark benchmark
1230.6589
UserCPU time millis
106560
UserCPU time millis testing
106550
UserCPU time millis training
10