DEVELOPMENT... OpenML
Run
25578

Run 25578

Task 85 (Learning Curve) nursery Uploaded 19-08-2014 by Jason
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Flow

weka.IBk(2)D. Aha, D. Kibler (1991). Instance-based learning algorithms. Machine Learning. 6:37-66.
weka.IBk(2)_Atrue
weka.IBk(2)_K1
weka.IBk(2)_W0

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.

19 Evaluation measures

Area under ROC curve
0.9993 ± 0.0002
Per class
Build CPU time
0.0007
Build memory
4533876865.4541
Kappa
0.9759 ± 0.0041
KB relative information score
0.7831 ± 0.0034
Mean absolute error
0.0861 ± 0.0011
Mean prior absolute error
0.273 ± 0.0001
Number of instances
129600
Per class
OS information
[Oracle Corporation, 1.7.0_55, amd64, Linux, 3.8.0-44-generic]
Predictive accuracy
0.9836 ± 0.0028
Prior entropy
1.7165 ± 0.0037
Recall
0.9836 ± 0.0028
Per class
Relative absolute error
0.3152 ± 0.0041
Root mean prior squared error
0.3695 ± 0.0001
Root mean squared error
0.1466 ± 0.002
Root relative squared error
0.3969 ± 0.0053
SciMark benchmark
1127.0691[694.0870004205351979.3926485492494518.0901466542305947.73679293915542496.038769966555]

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