Run
54987

Run 54987

Task 1728 (Learning Curve) credit-approval Uploaded 10-11-2014 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.RandomTree(2)Weka implementation of RandomTree
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_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
0.794 ± 0.0525
Per class
Build CPU time
0.001
Build memory
499402276.3
F measure
0.7826 ± 0.0495
Per class
Kappa
0.5599 ± 0.0996
KB relative information score
0.5541 ± 0.1069
Mean absolute error
0.2194 ± 0.0527
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7826 ± 0.0482
Per class
Predictive accuracy
0.7826 ± 0.0493
Prior entropy
0.9912 ± 0.0022
Recall
0.7826 ± 0.0493
Per class
Relative absolute error
0.4442 ± 0.1069
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.4541 ± 0.0597
Root relative squared error
0.9138 ± 0.1205
SciMark benchmark
1606.2579