Run
1812088

Run 1812088

Task 1736 (Learning Curve) diabetes Uploaded 16-08-2016 by Jan van Rijn
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Flow

weka.Logistic(6)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(6)_R1.0E-8
weka.Logistic(6)_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.

22 Evaluation measures

Area under ROC curve
0.8308 ± 0.0426
Per class
F measure
0.7677 ± 0.0521
Per class
Kappa
0.4795 ± 0.1174
KB relative information score
255.7786 ± 3.9183
Mean absolute error
0.3097 ± 0.0196
Mean prior absolute error
0.4545 ± 0.0015
Number of instances
768
Per class
OS information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.22.2.el7.x86_64]
Precision
0.7696 ± 0.0529
Per class
Predictive accuracy
0.7747 ± 0.0487
Prior entropy
0.9335
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
1554.0499
UserCPU time millis
20
UserCPU time millis training
20