Run
54370

Run 54370

Task 1736 (Learning Curve) diabetes Uploaded 09-11-2014 by Joaquin Vanschoren
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Flow

weka.Logistic(3)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(3)_R1.0E-8
weka.Logistic(3)_M-1

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
0.8308 ± 0.0426
Per class
Build CPU time
0.0062
Build memory
298957054.1
F measure
0.7677 ± 0.0521
Per class
Kappa
0.4795 ± 0.1174
KB relative information score
0.3332 ± 0.0507
Mean absolute error
0.3097 ± 0.0196
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7696 ± 0.0529
Per class
Predictive accuracy
0.7747 ± 0.0487
Prior entropy
0.9331 ± 0.0046
Recall
0.7747 ± 0.0487
Per class
Relative absolute error
0.6815 ± 0.0422
Root mean prior squared error
0.4766 ± 0.0016
Root mean squared error
0.3959 ± 0.0279
Root relative squared error
0.8306 ± 0.0576
SciMark benchmark
942.4911