Run
1811427

Run 1811427

Task 125884 (Learning Curve) phoneme 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
0.8709 ± 0.0155
Per class
F measure
0.9005 ± 0.0094
Per class
Kappa
0.7576 ± 0.0237
KB relative information score
4019.2721 ± 12.9021
Mean absolute error
0.0986 ± 0.009
Mean prior absolute error
0.4147 ± 0.0004
Number of instances
5404
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.9003 ± 0.0091
Per class
Predictive accuracy
0.9016 ± 0.009
Prior entropy
0.8733
Recall
0.9016 ± 0.009
Per class
Relative absolute error
0.2378 ± 0.0217
Root mean prior squared error
0.4554 ± 0.0004
Root mean squared error
0.3137 ± 0.0143
Root relative squared error
0.6889 ± 0.0317
SciMark benchmark
1516.1231
UserCPU time millis
1300
UserCPU time millis testing
1300