Run
1811420

Run 1811420

Task 125877 (Learning Curve) autoUniv-au7-700 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
0.5234 ± 0.0333
Per class
F measure
0.365 ± 0.0461
Per class
Kappa
0.0463 ± 0.0665
KB relative information score
89.3006 ± 4.2789
Mean absolute error
0.4239 ± 0.0301
Mean prior absolute error
0.4437 ± 0.0002
Number of instances
700
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.3665 ± 0.0439
Per class
Predictive accuracy
0.3643 ± 0.0453
Prior entropy
1.5824
Recall
0.3643 ± 0.0453
Per class
Relative absolute error
0.9554 ± 0.0678
Root mean prior squared error
0.471 ± 0.0002
Root mean squared error
0.6495 ± 0.0232
Root relative squared error
1.3789 ± 0.0494
SciMark benchmark
1345.0467
UserCPU time millis
100
UserCPU time millis testing
90
UserCPU time millis training
10