Run
62113

Run 62113

Task 1705 (Learning Curve) letter Uploaded 16-11-2014 by Jan van Rijn
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.NNge(2)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(2)_G5
weka.NNge(2)_I5

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.

21 Evaluation measures

Area under ROC curve
0.9521 ± 0.0021
Per class
Build CPU time
1.3182
Build memory
758298215.6444
F measure
0.9079 ± 0.004
Per class
Kappa
0.9043 ± 0.0041
KB relative information score
0.9067 ± 0.004
Mean absolute error
0.0071 ± 0.0003
Mean prior absolute error
0.074 ± 0
Number of instances
20000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.5.0-54-generic]
Precision
0.9087 ± 0.0041
Per class
Predictive accuracy
0.908 ± 0.004
Prior entropy
4.6998 ± 0.0001
Recall
0.908 ± 0.004
Per class
Relative absolute error
0.0957 ± 0.0041
Root mean prior squared error
0.1923 ± 0
Root mean squared error
0.0841 ± 0.0018
Root relative squared error
0.4376 ± 0.0095
SciMark benchmark
1862.469