Run
52842

Run 52842

Task 1720 (Learning Curve) car Uploaded 07-11-2014 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
0.9596 ± 0.0174
Per class
Build CPU time
0.0192
Build memory
535560492.3636
F measure
0.9534 ± 0.0165
Per class
Kappa
0.8982 ± 0.0363
KB relative information score
0.8846 ± 0.042
Mean absolute error
0.0234 ± 0.0083
Mean prior absolute error
0.229 ± 0.0007
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9537 ± 0.0169
Per class
Predictive accuracy
0.9531 ± 0.0166
Prior entropy
1.2058 ± 0.0093
Recall
0.9531 ± 0.0166
Per class
Relative absolute error
0.1024 ± 0.0364
Root mean prior squared error
0.3381 ± 0.001
Root mean squared error
0.1531 ± 0.0318
Root relative squared error
0.4528 ± 0.094
SciMark benchmark
1615.5755