Run
496423

Run 496423

Task 1736 (Learning Curve) diabetes 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
0.6958 ± 0.0491
Per class
F measure
0.7208 ± 0.0419
Per class
Kappa
0.3954 ± 0.0893
KB relative information score
139.5103 ± 3.6609
Mean absolute error
0.3783 ± 0.0169
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.7268 ± 0.044
Per class
Predictive accuracy
0.7174 ± 0.043
Prior entropy
0.9335
Recall
0.7174 ± 0.043
Per class
Relative absolute error
0.8323 ± 0.0365
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.4384 ± 0.021
Root relative squared error
0.9197 ± 0.0438
SciMark benchmark
812.774