Run
496460

Run 496460

Task 10047 (Learning Curve) Bioresponse Uploaded 03-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionStump(5)Weka implementation of DecisionStump

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.

22 Evaluation measures

Area under ROC curve
0.7218 ± 0.027
Per class
F measure
0.7372 ± 0.0268
Per class
Kappa
0.4719 ± 0.0537
KB relative information score
981.6952 ± 10.2694
Mean absolute error
0.3858 ± 0.0112
Mean prior absolute error
0.4964 ± 0.0001
Number of instances
3751
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.7383 ± 0.0268
Per class
Predictive accuracy
0.7369 ± 0.0269
Prior entropy
0.9948
Recall
0.7369 ± 0.0269
Per class
Relative absolute error
0.7772 ± 0.0226
Root mean prior squared error
0.4982 ± 0.0001
Root mean squared error
0.4393 ± 0.0144
Root relative squared error
0.8818 ± 0.0289
SciMark benchmark
812.774
UserCPU time millis
1610
UserCPU time millis testing
30
UserCPU time millis training
1580