Run
1811406

Run 1811406

Task 125867 (Learning Curve) analcatdata_dmft 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
0.5171 ± 0.051
Per class
F measure
0.1885 ± 0.0441
Per class
Kappa
0.0249 ± 0.0534
KB relative information score
97.6683 ± 3.5715
Mean absolute error
0.2725 ± 0.0113
Mean prior absolute error
0.2774 ± 0.0001
Number of instances
797
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.2017 ± 0.0509
Per class
Predictive accuracy
0.1882 ± 0.0439
Prior entropy
2.5803
Recall
0.1882 ± 0.0439
Per class
Relative absolute error
0.9824 ± 0.0406
Root mean prior squared error
0.3724 ± 0.0001
Root mean squared error
0.4245 ± 0.0161
Root relative squared error
1.1399 ± 0.0431
SciMark benchmark
1309.0441
UserCPU time millis
40
UserCPU time millis testing
40