Run
50688

Run 50688

Task 1714 (Learning Curve) breast-w Uploaded 06-11-2014 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.REPTree(5)Weka implementation of REPTree
weka.REPTree(5)_I0.0
weka.REPTree(5)_L-1
weka.REPTree(5)_M2
weka.REPTree(5)_N3
weka.REPTree(5)_S1
weka.REPTree(5)_V0.001

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
0.951 ± 0.0414
Per class
Build CPU time
0.0005
Build memory
616675997.2
F measure
0.9428 ± 0.0291
Per class
Kappa
0.8733 ± 0.0635
KB relative information score
0.8226 ± 0.0598
Mean absolute error
0.0848 ± 0.0241
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9428 ± 0.0275
Per class
Predictive accuracy
0.9428 ± 0.0294
Prior entropy
0.9293 ± 0.0043
Recall
0.9428 ± 0.0294
Per class
Relative absolute error
0.1876 ± 0.0534
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.2256 ± 0.0688
Root relative squared error
0.4747 ± 0.1446
SciMark benchmark
1316.1996