Run
1812534

Run 1812534

Task 125880 (Learning Curve) autoUniv-au1-1000 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
0.6336 ± 0.0503
Per class
F measure
0.6906 ± 0.0239
Per class
Kappa
0.1421 ± 0.0621
KB relative information score
34.774 ± 4.0879
Mean absolute error
0.356 ± 0.0107
Mean prior absolute error
0.3841 ± 0.0015
Number of instances
1000
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7206 ± 0.0558
Per class
Predictive accuracy
0.753 ± 0.017
Prior entropy
0.826
Recall
0.753 ± 0.017
Per class
Relative absolute error
0.927 ± 0.0275
Root mean prior squared error
0.4381 ± 0.0017
Root mean squared error
0.4274 ± 0.0114
Root relative squared error
0.9755 ± 0.0258
SciMark benchmark
1376.9678
UserCPU time millis
330
UserCPU time millis testing
330