Run
1812543

Run 1812543

Task 125891 (Learning Curve) steel-plates-fault Uploaded 17-08-2016 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)_K10
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
0.9984 ± 0.0028
Per class
F measure
0.9943 ± 0.0051
Per class
Kappa
0.9875 ± 0.0111
KB relative information score
1890.0145 ± 2.0853
Mean absolute error
0.012 ± 0.0053
Mean prior absolute error
0.4531 ± 0.0007
Number of instances
1941
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9944 ± 0.0049
Per class
Predictive accuracy
0.9943 ± 0.0051
Prior entropy
0.9313
Recall
0.9943 ± 0.0051
Per class
Relative absolute error
0.0264 ± 0.0117
Root mean prior squared error
0.4759 ± 0.0007
Root mean squared error
0.0814 ± 0.03
Root relative squared error
0.171 ± 0.063
SciMark benchmark
1338.2368
UserCPU time millis
1110
UserCPU time millis testing
1110