Run
1812503

Run 1812503

Task 125849 (Learning Curve) Australian 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
0.9142 ± 0.0444
Per class
F measure
0.8468 ± 0.0519
Per class
Kappa
0.6922 ± 0.1036
KB relative information score
426.9219 ± 4.8519
Mean absolute error
0.1969 ± 0.0331
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.8509 ± 0.0504
Per class
Predictive accuracy
0.8464 ± 0.0521
Prior entropy
0.9913
Recall
0.8464 ± 0.0521
Per class
Relative absolute error
0.3986 ± 0.0671
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.3316 ± 0.051
Root relative squared error
0.6672 ± 0.1029
SciMark benchmark
1574.8192
UserCPU time millis
110
UserCPU time millis testing
110